Collect Microsoft Graph API alert logs

Supported in:

Google secops SIEM

This document describes how you can export Microsoft Graph API alert logs to Google Security Operations through a Google SecOps feed, and how Microsoft Graph API alert fields map to Google SecOps Unified Data Model (UDM) fields.

For more information, see Data ingestion to Google SecOps overview .

Overview

A typical deployment consists of Microsoft Graph API alerts and the Google SecOps feed configured to send logs to Google SecOps. Each customer deployment can differ and might be more complex.

The deployment contains the following components:

Microsoft Graph API alerts: The alerts that the Microsoft Graph API generates.
Google SecOps-managed feed. The Google SecOps-managed feed that fetches logs from Microsoft Graph Providers (Cloud) and writes logs to Google SecOps.
Google SecOps: Retains and analyzes the Microsoft Graph API alerts logs.

An ingestion label identifies the parser which normalizes raw log data to structured UDM format. The information in this document applies to the parser with the MICROSOFT_GRAPH_ALERT ingestion label.

Before you begin

Ensure you have the following prerequisite:

Access to Microsoft 365 E5

How to configure Microsoft Graph API alerts

Complete the following before you configure the Google SecOps feed:

Sign in to the Azure portal.
Click Azure Active Directory.
Click App Registrations.
Click New registrationsand create an application.
Copy Client IDand Tenant ID, which are required when you configure the Google Security Operations feed.
Click API permissions.
Click Add a permissionand then select Microsoft Graphin the new pane.
Click Application Permissions.
Expand the SecurityActionsand SecurityEventssections, and select Read.Allpermissions.
Click Add permissions.
Click Grant Admin consent for Default Directory.
In the Managemenu, click Certificates& secrets.
Click New Client secret, and create a new key.
Copy the secret key from the Valuefield. The secret key is displayed only at the time of creation and is required when you configure the Google Security Operations feed.

Set up feeds

There are two different entry points to set up feeds in the Google SecOps platform:

SIEM Settings > Feeds > Add New
Content Hub > Content Packs > Get Started

How to set up Microsoft Graph API alerts

To configure a single feed, follow these steps:

Click the Azure platformpack.
Locate the Microsoft Graph API alertsfeed.
Specify values for the following fields:
- Source Type: Third party API (recommended)
- OAUTH client ID: Specify the client ID that you obtained previously.
- OAUTH client secret: Specify the client secret that you obtained previously.
- Tenant ID: Specify the tenant ID that you obtained previously.
- API Full path: Microsoft Graph REST API endpoint URL.
- API Authentication Endpoint: Microsoft Active Directory Authentication Endpoint.
Advanced Options
- Feed Name: A prepopulated value that identifies the feed.
- Asset Namespace: Namespace associated with the feed .
- Ingestion Labels: Labels applied to all events from this feed.
Click Create feed.

To configure multiple feeds for different log types within this product family, see Configure feeds by product .

Supported Microsoft Graph API alerts log formats

The Microsoft Graph API alerts parser supports logs in JSON format.

Supported Microsoft Graph API alerts Sample Logs

JSON

 {
    "activityGroupName": null,
    "assignedTo": null,
    "azureSubscriptionId": null,
    "azureTenantId": "azureTenantId",
    "category": "UnfamiliarLocation",
    "closedDateTime": null,
    "cloudAppStates": [],
    "comments": [],
    "confidence": null,
    "createdDateTime": "2020-09-09T10:37:20.3271044Z",
    "description": "Sign-in with properties we have not seen recently for the given user",
    "detectionIds": [],
    "eventDateTime": "2020-09-09T10:37:20.3271044Z",
    "feedback": null,
    "fileStates": [],
    "historyStates": [],
    "hostStates": [],
    "id": "ID",
    "incidentIds": [],
    "lastModifiedDateTime": "2020-09-09T10:40:08.8987903Z",
    "malwareStates": [],
    "networkConnections": [],
    "processes": [],
    "recommendedActions": [],
    "registryKeyStates": [],
    "riskScore": null,
    "securityResources": [],
    "severity": "medium",
    "sourceMaterials": [],
    "status": "newAlert",
    "tags": [],
    "title": "Unfamiliar sign-in properties",
    "triggers": [],
    "userStates": [
      {
        "aadUserId": "dummyuserid",
        "accountName": "USER1234",
        "domainName": "dummy_domain.com",
        "emailRole": "unknown",
        "isVpn": null,
        "logonDateTime": "2020-09-09T10:37:20.3271044Z",
        "logonId": null,
        "logonIp": "198.51.100.4",
        "logonLocation": "Chicago, Illinois, US",
        "logonType": null,
        "onPremisesSecurityIdentifier": null,
        "riskScore": null,
        "userAccountType": null,
        "userPrincipalName": "test@domain.com"
      }
    ],
    "vendorInformation": {
      "provider": "IPC",
      "providerVersion": null,
      "subProvider": null,
      "vendor": "Microsoft"
    },
    "vulnerabilityStates": []
  }

Field mapping reference

This section explains how the Google SecOps parser maps Microsoft Graph API alert fields to Google SecOps UDM fields.

Field mapping reference: Event Identifier to Event Type

The following table lists the MICROSOFT_GRAPH_ALERT log types and their corresponding UDM event types.

Event Identifier	Event Type	Security Category
`Atypical travel`	`USER_UNCATEGORIZED`
`Anomalous Token`	`USER_RESOURCE_ACCESS`
`Default Mapping`	`USER_UNCATEGORIZED`
`Malware linked IP address`	`USER_LOGIN`
`Suspicious browser`	`USER_UNCATEGORIZED`
`Unfamiliar sign-in properties`	`USER_LOGIN`
`Malicious IP address`	`USER_LOGIN`
`Suspicious inbox manipulation rules`	`USER_UNCATEGORIZED`
`Password spray`	`USER_UNCATEGORIZED`	`AUTH_VIOLATION`
`Impossible travel`	`USER_UNCATEGORIZED`
`New country`	`USER_UNCATEGORIZED`
`Activity from anonymous IP address`	`USER_UNCATEGORIZED`
`Suspicious inbox forwarding`	`USER_UNCATEGORIZED`
`Mass Access to Sensitive Files`	`USER_RESOURCE_ACCESS`
`Additional risk detected`	`STATUS_UPDATE`
`Anonymous IP address`	`USER_LOGIN`
`Admin confirmed user compromised`	`USER_UNCATEGORIZED`
`Azure AD threat intelligence`	`USER_UNCATEGORIZED`
`Possible attempt to access Primary Refresh Token (PRT)`	`USER_RESOURCE_ACCESS`
`Verified threat actor IP`	`USER_LOGIN`
`Microsoft Entra threat intelligence (sign-in)`	`USER_UNCATEGORIZED`
`User reported suspicious activity`	`USER_UNCATEGORIZED`
`Suspicious API Traffic`	`USER_UNCATEGORIZED`
`Suspicious sending patterns`	`USER_UNCATEGORIZED`
`Leaked credentials`	`STATUS_UPDATE`
`Anomalous user activity`	`USER_UNCATEGORIZED`
`'Phish' malware was prevented`	`SCAN_HOST`	`MAIL_PHISHING`
`'AutoItinject' malware was detected`	`SCAN_HOST`
`'Agent' backdoor was detected`	`SCAN_UNCATEGORIZED`
`A malicious file was detected based on indication provided by O365`	`SCAN_FILE`
`An active 'Wacatac' malware was blocked`	`SCAN_UNCATEGORIZED`
`A suspicious file was observed`	`SCAN_FILE`
`'AutoItinject' malware was prevented`	`SCAN_HOST`
`'CoinMiner' unwanted software was prevented`	`SCAN_HOST`
`Right-to-Left-Override (RLO) technique observed`	`SCAN_FILE`	`SOCIAL_ENGINEERING`
`Connection to a custom network indicator`	`SCAN_UNCATEGORIZED`
`'Conteban' malware was detected`	`SCAN_HOST`	`SOFTWARE_PUA`
`EAF violation blocked by exploit protection`	`SCAN_UNCATEGORIZED`	`EXPLOIT`
`'EICAR_Test_File' malware was prevented`	`SCAN_HOST`	`SOFTWARE_MALICIOUS`
`'EncDoc' malware was prevented`	`SCAN_HOST`	`SOFTWARE_PUA`
`'Fuerboos' malware was detected`	`SCAN_HOST`	`SOFTWARE_PUA`
`'Laqma' malware was prevented`	`SCAN_HOST`	`SOFTWARE_PUA`
`'Locky' ransomware was prevented`	`SCAN_HOST`	`SOFTWARE_PUA`
`Microsoft Defender ATP detected 'Trojan.Generic.1218852' malware`	`SCAN_UNCATEGORIZED`	`SOFTWARE_MALICIOUS`
`'Oneeva' malware was prevented`	`SCAN_HOST`	`SOFTWARE_PUA`
`Password hashes dumped from LSASS memory`	`USER_UNCATEGORIZED`
`'PiriformBundler' unwanted software was prevented`	`SCAN_HOST`	`SOFTWARE_PUA`
`'Presenoker' unwanted software was prevented`	`SCAN_HOST`	`SOFTWARE_PUA`
`Sensitive credential memory read`	`SCAN_UNCATEGORIZED`
`Suspicious connection blocked by network protection`	`SCAN_UNCATEGORIZED`
`Test_Set Auditpol`	`SCAN_UNCATEGORIZED`
`Unsanctioned cloud app access was blocked`	`SCAN_UNCATEGORIZED`
`'Uwamson' malware was prevented`	`SCAN_HOST`	`SOFTWARE_PUA`
`'CoinMiner' unwanted software was detected`	`SCAN_HOST`	`SOFTWARE_PUA`
`Suspicious Microsoft Defender Antivirus exclusion`	`SCAN_UNCATEGORIZED`
`NT - Unknown process injecting dll into lsass or winlogon`	`SCAN_UNCATEGORIZED`
`Suspected SID-History injection`	`USER_CHANGE_PERMISSIONS`
`Suspected overpass-the-hash attack (Kerberos)`	`NETWORK_UNCATEGORIZED`
`Account enumeration reconnaissance`	`NETWORK_UNCATEGORIZED`
`Suspected Brute Force attack (LDAP)`	`USER_LOGIN`
`Suspected DCSync attack (replication of directory services)`	`NETWORK_UNCATEGORIZED`
`Network mapping reconnaissance (DNS)`	`NETWORK_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Suspected over-pass-the-hash attack (forced encryption type)`	`NETWORK_UNCATEGORIZED`
`Suspected Golden Ticket usage (encryption downgrade)`	`USER_UNCATEGORIZED`
`Suspected Skeleton Key attack (encryption downgrade)`	`NETWORK_UNCATEGORIZED`
`User and IP address reconnaissance (SMB)`	`NETWORK_UNCATEGORIZED`
`Suspected Golden Ticket usage (forged authorization data)`	`USER_UNCATEGORIZED`
`Honeytoken authentication activity`	`USER_UNCATEGORIZED`
`Suspected identity theft (pass-the-hash)`	`USER_UNCATEGORIZED`	`DATA_EXFILTRATION`
`Suspected identity theft (pass-the-ticket)`	`USER_UNCATEGORIZED`	`EXPLOIT`
`Remote code execution attempt`	`USER_UNCATEGORIZED`
`Malicious request of Data Protection API master key`	`USER_UNCATEGORIZED`
`User and Group membership reconnaissance (SAMR)`	`USER_UNCATEGORIZED`
`Suspected Golden Ticket usage (time anomaly)`	`USER_UNCATEGORIZED`
`Suspected Brute Force attack (Kerberos, NTLM)`	`USER_LOGIN`
`Suspicious additions to sensitive groups`	`USER_CHANGE_PERMISSIONS`
`Suspicious VPN connection`	`USER_UNCATEGORIZED`
`Suspicious service creation`	`SERVICE_CREATION`
`Suspected Golden Ticket usage (nonexistent account)`	`USER_UNCATEGORIZED`
`Suspected DCShadow attack (domain controller promotion)`	`STATUS_UPDATE`
`Suspected DCShadow attack (domain controller replication request)`	`STATUS_UPDATE`
`Data exfiltration over SMB`	`STATUS_UPDATE`	`DATA_EXFILTRATION`
`Suspicious communication over DNS`	`NETWORK_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Suspected Golden Ticket usage (ticket anomaly)`	`USER_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Suspected Brute Force attack (SMB)`	`NETWORK_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Suspected use of Metasploit hacking framework`	`NETWORK_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Suspected WannaCry ransomware attack`	`NETWORK_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Remote code execution over DNS`	`NETWORK_UNCATEGORIZED`
`Suspected NTLM relay attack`	`NETWORK_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Security principal reconnaissance (LDAP)`	`STATUS_UPDATE`
`Suspected NTLM authentication tampering`	`NETWORK_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Suspected Golden Ticket usage (ticket anomaly using RBCD)`	`USER_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Suspected rogue Kerberos certificate usage`	`NETWORK_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Suspicious Kerberos delegation attempt using BronzeBit method (CVE-2020-17049 exploitation)`	`STATUS_UPDATE`	`NETWORK_SUSPICIOUS`
`Active Directory attributes reconnaissance (LDAP)`	`STATUS_UPDATE`
`Suspected SMB packet manipulation (CVE-2020-0796 exploitation)`	`STATUS_UPDATE`
`Suspected Kerberos SPN exposure`	`NETWORK_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Suspected Netlogon privilege elevation attempt (CVE-2020-1472 exploitation)`	`NETWORK_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Suspected AS-REP Roasting attack`	`NETWORK_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Suspected AD FS DKM key read`	`STATUS_UPDATE`
`Exchange Server Remote Code Execution (CVE-2021-26855)`	`STATUS_UPDATE`
`Suspected exploitation attempt on Windows Print Spooler service`	`NETWORK_UNCATEGORIZED`
`Suspicious network connection over Encrypting File System Remote Protocol`	`NETWORK_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Suspected suspicious Kerberos ticket request`	`STATUS_UPDATE`
`Suspicious modification of a sAMNameAccount attribute (CVE-2021-42278 and CVE-2021-42287 exploitation)`	`STATUS_UPDATE`
`Suspected brute-force attack (Kerberos, NTLM)`	`USER_UNCATEGORIZED`	`AUTH_VIOLATION`
`Suspicious modification of the trust relationship of AD FS server`	`SETTING_MODIFICATION`
`Suspicious modification of a dNSHostName attribute (CVE-2022-26923)`	`SETTING_MODIFICATION`
`Suspicious Kerberos delegation attempt by a newly created computer`	`NETWORK_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Suspicious modification of the Resource Based Constrained Delegation attribute by a machine account`	`SETTING_MODIFICATION`
`Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate`	`USER_LOGIN`
`Suspicious certificate usage over Kerberos protocol (PKINIT)`	`STATUS_UPDATE`	`EXPLOIT`
`Suspected DFSCoerce attack using Distributed File System Protocol`	`USER_LOGIN`
`Honeytoken user attributes modified`	`SETTING_MODIFICATION`
`Honeytoken group membership changed`	`GROUP_MODIFICATION`
`Honeytoken was queried via LDAP`	`STATUS_UPDATE`
`Suspicious modification of domain AdminSdHolder`	`SETTING_MODIFICATION`
`Suspected account takeover using shadow credentials`	`USER_RESOURCE_ACCESS`	`EXPLOIT`
`Suspicious Domain Controller certificate request (ESC8)`	`STATUS_UPDATE`
`Suspicious deletion of the certificate database entries`	`STATUS_UPDATE`
`Suspicious disable of audit filters of AD CS`	`SETTING_MODIFICATION`
`Suspicious modifications to the AD CS security permissions/settings`	`SETTING_MODIFICATION`
`Account Enumeration reconnaissance (LDAP) (Preview)`	`STATUS_UPDATE`
`Directory Services Restore Mode Password Change (Preview)`	`SETTING_MODIFICATION`
`Honeytoken was queried via SAM-R`	`STATUS_UPDATE`
`User and group membership reconnaissance (SAMR)`	`USER_RESOURCE_ACCESS`
`A potentially malicious URL click was detected`	`USER_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`A user clicked through to a potentially malicious URL`	`USER_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Admin Submission result completed`	`STATUS_UPDATE`
`Admin triggered manual investigation of email`	`EMAIL_TRANSACTION`
`Admin triggered user compromise investigation`	`EMAIL_TRANSACTION`
`Administrative action submitted by an Administrator`	`EMAIL_UNCATEGORIZED`
`Creation of forwarding/redirect rule`	`USER_UNCATEGORIZED`
`eDiscovery search started or exported`	`USER_UNCATEGORIZED`
`Email messages containing malicious file removed after delivery`	`EMAIL_TRANSACTION`	`MAIL_PHISHING`
`Email messages containing malicious URL removed after delivery`	`EMAIL_TRANSACTION`	`MAIL_PHISHING`
`Email messages containing malware removed after delivery`	`EMAIL_TRANSACTION`	`MAIL_PHISHING`
`Email messages containing phish URLs removed after delivery`	`EMAIL_TRANSACTION`	`MAIL_PHISHING`
`Email messages from a campaign removed after delivery`	`EMAIL_TRANSACTION`	`MAIL_PHISHING`
`Email messages removed after delivery`	`EMAIL_TRANSACTION`	`MAIL_PHISHING`
`Messages containing malicious entity not removed after delivery`	`EMAIL_TRANSACTION`	`MAIL_PHISHING`
`Email reported by user as malware or phish`	`EMAIL_TRANSACTION`	`MAIL_PHISHING`
`Email sending limit exceeded`	`EMAIL_UNCATEGORIZED`
`Form blocked due to potential phishing attempt`	`STATUS_UPDATE`	`MAIL_PHISHING`
`Form flagged and confirmed as phishing`	`STATUS_UPDATE`	`MAIL_PHISHING`
`Messages have been delayed`	`EMAIL_UNCATEGORIZED`
`Malware campaign detected after delivery`	`EMAIL_TRANSACTION`
`Malware campaign detected and blocked`	`EMAIL_TRANSACTION`
`Malware campaign detected in SharePoint and OneDrive`	`STATUS_UPDATE`
`Malware not zapped because ZAP is disabled`	`STATUS_UPDATE`
`Phish delivered due to an ETR override`	`EMAIL_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Phish delivered due to an IP allow policy`	`EMAIL_TRANSACTION`	`NETWORK_SUSPICIOUS`
`Phish not zapped because ZAP is disabled`	`EMAIL_TRANSACTION`	`NETWORK_SUSPICIOUS`
`Phish delivered due to tenant or user override1`	`EMAIL_TRANSACTION`
`Suspicious email forwarding activity`	`EMAIL_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Suspicious email sending patterns detected`	`EMAIL_UNCATEGORIZED`	`EXPLOIT`
`Tenant Allow/Block List entry is about to expire`	`STATUS_UPDATE`
`Tenant restricted from sending email`	`EMAIL_UNCATEGORIZED`
`Tenant restricted from sending unprovisioned email`	`EMAIL_UNCATEGORIZED`
`Unusual external user file activity`	`FILE_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Unusual volume of external file sharing`	`FILE_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Unusual volume of file deletion`	`FILE_DELETION`	`DATA_DESTRUCTION`
`Unusual increase in email reported as phish`	`EMAIL_TRANSACTION`	`NETWORK_SUSPICIOUS`
`User impersonation phish delivered to inbox/folder`	`USER_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`User requested to release a quarantined message`	`USER_UNCATEGORIZED`
`User restricted from sending email`	`USER_UNCATEGORIZED`
`User restricted from sharing forms and collecting responses`	`USER_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Elevation of Exchange admin privilege`	`USER_UNCATEGORIZED`
`Activity by terminated user`	`USER_UNCATEGORIZED`	`ACL_VIOLATION`
`DLP-Detect Highly Sensitive Data Movement`	`USER_UNCATEGORIZED`	`NETWORK_MALICIOUS`
`DLP-Sensitive Data Movement`	`USER_UNCATEGORIZED`
`Email reported by user as junk`	`EMAIL_TRANSACTION`
`Suspicious massive data read`	`USER_UNCATEGORIZED`
`Activity from infrequent country`	`USER_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Malware detection`	`USER_UNCATEGORIZED`
`Activity from anonymous IP addresses`	`USER_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Ransomware activity`	`USER_UNCATEGORIZED`
`Activity performed by terminated user`	`USER_UNCATEGORIZED`	`POLICY_VIOLATION`
`Activity from suspicious IP addresses`	`USER_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Suspicious inbox forwarding`	`EMAIL_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Suspicious inbox manipulation rules`	`STATUS_UPDATE`	`NETWORK_SUSPICIOUS`
`Suspicious email deletion activity`	`EMAIL_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Suspicious OAuth app file download activities`	`SCAN_HOST`
`Unusual ISP for an OAuth App`	`NETWORK_UNCATEGORIZED`	`SOFTWARE_PUA`
`Unusual multiple file download activities`	`USER_UNCATEGORIZED`
`Unusual file share activities`	`USER_UNCATEGORIZED`
`Unusual file deletion activities`	`USER_UNCATEGORIZED`
`Unusual impersonated activities`	`USER_UNCATEGORIZED`
`Unusual administrative activities`	`USER_UNCATEGORIZED`
`Unusual Power BI report sharing activities (preview)`	`USER_UNCATEGORIZED`
`Unusual multiple VM creation activities (preview)`	`USER_UNCATEGORIZED`
`Unusual multiple storage deletion activities (preview)`	`USER_UNCATEGORIZED`
`Unusual region for cloud resource (preview)`	`USER_UNCATEGORIZED`
`Unusual file access`	`USER_UNCATEGORIZED`
`Multiple failed login attempts`	`USER_LOGIN`	`AUTH_VIOLATION`
`Data exfiltration to unsanctioned apps`	`USER_UNCATEGORIZED`	`DATA_EXFILTRATION`
`Multiple delete VM activities`	`USER_UNCATEGORIZED`	`DATA_DESTRUCTION`
`Misleading OAuth app name`	`SCAN_UNCATEGORIZED`	`POLICY_VIOLATION`
`Misleading publisher name for an OAuth app`	`SCAN_UNCATEGORIZED`	`POLICY_VIOLATION`
`Malicious OAuth app consent`	`SCAN_UNCATEGORIZED`
`Activity from a TOR IP address`	`USER_LOGIN`	`ACL_VIOLATION`
`Impossible travel activity`	`USER_UNCATEGORIZED`	`POLICY_VIOLATION`
`Activity from Nigeria`	`USER_UNCATEGORIZED`	`POLICY_VIOLATION`
`Activity from an anonymous proxy`	`USER_UNCATEGORIZED`
`Block download based on real-time content inspection`	`USER_UNCATEGORIZED`
`Investigation priority score increase`	`USER_UNCATEGORIZED`
`Mass delete`	`USER_UNCATEGORIZED`	`DATA_DESTRUCTION`
`Mass download by a single user - External users`	`USER_RESOURCE_ACCESS`
`Mass download by a single user - Internal`	`USER_RESOURCE_ACCESS`
`Mass share`	`USER_UNCATEGORIZED`
`Multiple Power BI report sharing activities`	`USER_UNCATEGORIZED`
`New high upload volume app`	`STATUS_UPDATE`	`POLICY_VIOLATION`
`New high volume app`	`STATUS_UPDATE`	`POLICY_VIOLATION`
`New risky app`	`STATUS_UPDATE`	`POLICY_VIOLATION`
`Ransomware activity`	`USER_UNCATEGORIZED`
`Suspicious administrative activity`	`USER_RESOURCE_ACCESS`
`Unknown login to Exchange Online`	`USER_UNCATEGORIZED`
`Unusual addition of credentials to an OAuth app`	`USER_RESOURCE_ACCESS`
`Tracking Online Meeting App Usage`	`STATUS_UPDATE`
`Mass download by a single user`	`USER_UNCATEGORIZED`
`Mass download`	`USER_UNCATEGORIZED`
`New popular app`	`STATUS_UPDATE`	`POLICY_VIOLATION`
`Compromised account`	`STATUS_UPDATE`
`New admin user`	`STATUS_UPDATE`
`New location`	`STATUS_UPDATE`
`Inactive account`	`STATUS_UPDATE`
`Ransomware activity`	`USER_UNCATEGORIZED`
`Unexpected admin location`	`STATUS_UPDATE`
`Suspicious activity alert`	`STATUS_UPDATE`
`Suspicious cloud use alert`	`STATUS_UPDATE`
`Activity policy violation`	`STATUS_UPDATE`	`POLICY_VIOLATION`
`File policy violation`	`STATUS_UPDATE`	`POLICY_VIOLATION`
`Proxy policy violation`	`STATUS_UPDATE`	`POLICY_VIOLATION`
`Field policy violation`	`STATUS_UPDATE`	`POLICY_VIOLATION`
`New service discovered`	`STATUS_UPDATE`
`Use of personal account`	`STATUS_UPDATE`
`Failed logon attempts`	`USER_UNCATEGORIZED`
`Anomalous SSH login detected`	`USER_LOGIN`
`Identity - Suspicious granting of permissions to an account`	`USER_CHANGE_PERMISSIONS`
`Endpoint - NT - Suspicious Oracle Query - Attempted Password Hash Exfiltration`	`USER_UNCATEGORIZED`	`DATA_EXFILTRATION`
`Suspicious Resource deployment`	`USER_RESOURCE_ACCESS`
`Endpoint - NT - Anomalous BITS download URL destination - Rule`	`STATUS_UPDATE`
`Azure High Risk User account - Signin`	`USER_LOGIN`
`Azure VWAN Tunnel Down - Run the RRAS Scrip`	`STATUS_UPDATE`
`Brute force attack against Azure Portal`	`USER_LOGIN`
`Changes made to AWS CloudTrail logs`	`STATUS_UPDATE`
`Endpoint - NT - A .js file executed inside zip archive. Locky - Rule`	`STATUS_UPDATE`
`Endpoint - NT - New service created with anomalous name and ImagePath under users. - Rul`	`SERVICE_CREATION`
`Endpoint - NT - New service created with possibly obfuscated powershell commandline ImagePath - Rule`	`SERVICE_CREATION`
`Endpoint - NT - Powershell CommandLine Longer than 2000 Characters`	`USER_UNCATEGORIZED`
`Endpoint - NT - Scheduled task created with anomalous location under user profile - Rule`	`SCHEDULED_TASK_CREATION`
`Failed AzureAD logons but success logon to AWS Console`	`USER_UNCATEGORIZED`
`General Policy - Deny Prior Threats`	`USER_UNCATEGORIZED`
`High count of failed attempts from same client IP`	`USER_UNCATEGORIZED`
`High count of failed logons by a user`	`USER_UNCATEGORIZED`
`High Risk Travel Alert`	`USER_UNCATEGORIZED`
`Identity - AD user created password not set with 24-48 hours`	`USER_UNCATEGORIZED`
`Identity - Attempts to sign in to disabled accounts`	`USER_LOGIN`
`Identity - Attempt to bypass conditional access rule in Azure AD`	`USER_UNCATEGORIZED`
`Identity - New user created and added to the built-in administrators group`	`USER_CREATION`
`Identity - NT - Pulse VPN Brute Force Attempt`	`USER_UNCATEGORIZED`
`Identity - User account created and deleted within 10 mins`	`USER_UNCATEGORIZED`
`Login to AWS Management Console without MFA`	`STATUS_UPDATE`
`Monitor AWS Credential abuse or hijacking`	`STATUS_UPDATE`
`Network - FirepowerAlertTest`	`STATUS_UPDATE`
`Network - NT - Email detected from tiscali.it may be part of phishing campaign - Rule`	`EMAIL_UNCATEGORIZED`
`Network - NT - Phishing attachment delivered - Rule`	`EMAIL_UNCATEGORIZED`
`Network - NT - Phishing Link Clicked`	`EMAIL_UNCATEGORIZED`
`Network - NT - Malware attachment delivered - Rule`	`EMAIL_UNCATEGORIZED`
`Network - NT - Possible Ursnif/Gozi Phish`	`EMAIL_UNCATEGORIZED`
`Network - NT - Recently Created Domain Referenced in Inbound Email`	`EMAIL_UNCATEGORIZED`
`Network - NT - Sender Domain in Inbound Email Recently Created`	`EMAIL_UNCATEGORIZED`
`Network - NT - StealthWatch Detected a Concerning Host`	`STATUS_UPDATE`
`Network - Rare RDP Connections`	`NETWORK_UNCATEGORIZED`
`Network - SSH Potential Brute Force`	`USER_LOGIN`
`NT - Anomalous attempt to reset Domain Admin or Enterprise Admin account password`	`USER_UNCATEGORIZED`
`NTC3 Testing Rule AR466`	`STATUS_UPDATE`
`NT - Degraded Workspace Performance Warning, Last 4 hours`	`STATUS_UPDATE`
`NT - LogSource Increasing or Decreasing over Last 4 Hour`	`STATUS_UPDATE`
`NT - StealthWatch Detected Potential Exploitation Activity`	`STATUS_UPDATE`
`NT - Usage of jsc.exe. Possible malware recompilation on endpoint - Endpoint`	`STATUS_UPDATE`
`Sign-ins from IPs that attempt sign-ins to disabled accounts`	`STATUS_UPDATE`
`Test Endpoint - MDATP Machine Isolated Test`	`USER_UNCATEGORIZED`
`Test- Security Event log Deleted/Cleared`	`USER_UNCATEGORIZED`
`Network - NT - Malware url delivered - Rule`	`STATUS_UPDATE`
`Endpoint - NT - New service created with anomalous name and ImagePath under users. - Rule`	`STATUS_UPDATE`
`A logon from a malicious IP has been detected. [seen multiple times]`	`USER_LOGIN`	`NETWORK_MALICIOUS`
`Adaptive application control policy violation was audited`	`STATUS_UPDATE`	`POLICY_VIOLATION`
`Addition of Guest account to Local Administrators group`	`GROUP_MODIFICATION`
`An event log was cleared`	`STATUS_UPDATE`
`Antimalware Action Failed`	`STATUS_UPDATE`
`Antimalware Action Taken`	`STATUS_UPDATE`
`Antimalware broad files exclusion in your virtual machine`	`STATUS_UPDATE`
`Antimalware disabled and code execution in your virtual machine`	`STATUS_UPDATE`
`Antimalware disabled in your virtual machine`	`STATUS_UPDATE`
`Antimalware file exclusion and code execution in your virtual machine`	`STATUS_UPDATE`
`Antimalware file exclusion in your virtual machine`	`STATUS_UPDATE`
`Antimalware real-time protection was disabled in your virtual machine`	`STATUS_UPDATE`
`Antimalware real-time protection was disabled temporarily in your virtual machine`	`STATUS_UPDATE`
`Antimalware real-time protection was disabled temporarily while code was executed in your virtual machine`	`STATUS_UPDATE`
`Antimalware scans blocked for files potentially related to malware campaigns on your virtual machine (Preview)`	`STATUS_UPDATE`
`Antimalware temporarily disabled in your virtual machine`	`STATUS_UPDATE`
`Antimalware unusual file exclusion in your virtual machine`	`STATUS_UPDATE`
`Communication with suspicious domain identified by threat intelligence`	`STATUS_UPDATE`
`Detected actions indicative of disabling and deleting IIS log files`	`FILE_MODIFICATION`
`Detected anomalous mix of upper and lower case characters in command-line`	`PROCESS_UNCATEGORIZED`
`Detected change to a registry key that can be abused to bypass UAC`	`REGISTRY_MODIFICATION`
`Detected decoding of an executable using built-in certutil.exe tool`	`PROCESS_UNCATEGORIZED`
`Detected enabling of the WDigest UseLogonCredential registry key`	`REGISTRY_MODIFICATION`
`Detected encoded executable in command line data`	`PROCESS_UNCATEGORIZED`
`Detected obfuscated command line`	`PROCESS_UNCATEGORIZED`
`Detected possible execution of keygen executable`	`PROCESS_UNCATEGORIZED`
`Detected possible execution of malware dropper`	`STATUS_UPDATE`
`Detected possible local reconnaissance activity`	`PROCESS_UNCATEGORIZED`
`Detected potentially suspicious use of Telegram tool`	`DEVICE_PROGRAM_DOWNLOAD`	`SOFTWARE_SUSPICIOUS`
`Detected suppression of legal notice displayed to users at logon`	`REGISTRY_MODIFICATION`
`Detected suspicious combination of HTA and PowerShell`	`PROCESS_UNCATEGORIZED`
`Detected suspicious commandline arguments`	`PROCESS_UNCATEGORIZED`
`Detected suspicious commandline used to start all executables in a directory`	`PROCESS_UNCATEGORIZED`
`Detected suspicious credentials in commandline`	`PROCESS_UNCATEGORIZED`
`Detected suspicious document credentials`	`PROCESS_UNCATEGORIZED`
`Detected suspicious execution of VBScript.Encode command`	`PROCESS_UNCATEGORIZED`
`Detected suspicious execution via rundll32.exe`	`PROCESS_UNCATEGORIZED`
`Detected suspicious file cleanup commands`	`PROCESS_UNCATEGORIZED`
`Detected suspicious file creation`	`FILE_CREATION`
`Detected suspicious named pipe communications`	`PROCESS_UNCATEGORIZED`
`Detected suspicious network activity`	`NETWORK_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Detected suspicious new firewall rule`	`DEVICE_CONFIG_UPDATE`	`NETWORK_SUSPICIOUS`
`Detected suspicious use of Cacls to lower the security state of the system`	`PROCESS_UNCATEGORIZED`
`Detected suspicious use of FTP -s Switch`	`PROCESS_UNCATEGORIZED`
`Detected suspicious use of Pcalua.exe to launch executable code`	`PROCESS_UNCATEGORIZED`
`Detected the disabling of critical services`	`PROCESS_UNCATEGORIZED`
`Digital currency mining related behavior detected`	`PROCESS_UNCATEGORIZED`
`Dynamic PS script construction`	`PROCESS_UNCATEGORIZED`
`Executable found running from a suspicious location`	`PROCESS_UNCATEGORIZED`
`Fileless attack behavior detected`	`PROCESS_UNCATEGORIZED`
`Fileless attack technique detected`	`PROCESS_UNCATEGORIZED`
`Fileless attack toolkit detected`	`PROCESS_UNCATEGORIZED`
`High risk software detected`	`STATUS_UPDATE`
`Local Administrators group members were enumerated`	`GROUP_MODIFICATION`
`Malicious firewall rule created by ZINC server implant [seen multiple times]`	`SETTING_MODIFICATION`
`Malicious SQL activity`	`PROCESS_UNCATEGORIZED`
`Multiple Domain Accounts Queried`	`STATUS_UPDATE`
`Possible credential dumping detected [seen multiple times]`	`STATUS_UPDATE`
`Potential attempt to bypass AppLocker detected`	`PROCESS_UNCATEGORIZED`
`Rare SVCHOST service group executed`	`USER_UNCATEGORIZED`
`Sticky keys attack detected`	`STATUS_UPDATE`
`Successful brute force attack`	`USER_LOGIN`
`Suspect integrity level indicative of RDP hijacking`	`PROCESS_PRIVILEGE_ESCALATION`
`Suspect service installation`	`SERVICE_CREATION`
`Suspected Kerberos Golden Ticket attack parameters observed`	`STATUS_UPDATE`
`Suspicious Account Creation Detected`	`USER_CREATION`
`Suspicious Activity Detected`	`PROCESS_INJECTION`
`Suspicious authentication activity`	`USER_RESOURCE_ACCESS`
`Suspicious code segment detected`	`STATUS_UPDATE`
`Suspicious double extension file executed`	`PROCESS_UNCATEGORIZED`
`Suspicious download using Certutil detected [seen multiple times]`	`PROCESS_UNCATEGORIZED`
`Suspicious download using Certutil detected`	`PROCESS_UNCATEGORIZED`
`Suspicious PowerShell Activity Detected`	`PROCESS_UNCATEGORIZED`
`Suspicious PowerShell cmdlets executed`	`PROCESS_UNCATEGORIZED`
`Suspicious process executed [seen multiple times]`	`PROCESS_UNCATEGORIZED`
`Suspicious process executed`	`PROCESS_UNCATEGORIZED`
`Suspicious process name detected [seen multiple times]`	`PROCESS_UNCATEGORIZED`
`Suspicious process name detected`	`PROCESS_UNCATEGORIZED`
`Suspicious SQL activity`	`PROCESS_UNCATEGORIZED`
`Suspicious SVCHOST process executed`	`PROCESS_UNCATEGORIZED`
`Suspicious system process executed`	`PROCESS_UNCATEGORIZED`
`Suspicious Volume Shadow Copy Activity`	`RESOURCE_DELETION`
`Suspicious WindowPosition registry value detected`	`REGISTRY_MODIFICATION`
`Suspiciously named process detected`	`PROCESS_UNCATEGORIZED`
`Unusual config reset in your virtual machine`	`SETTING_MODIFICATION`
`Unusual process execution detected`	`PROCESS_UNCATEGORIZED`
`Unusual user password reset in your virtual machine`	`USER_CHANGE_PASSWORD`
`Unusual user SSH key reset in your virtual machine`	`STATUS_UPDATE`
`VBScript HTTP object allocation detected`	`FILE_CREATION`
`Suspicious installation of GPU extension in your virtual machine (Preview)`	`SERVICE_CREATION`
`A history file has been cleared`	`STATUS_UPDATE`
`Behavior similar to ransomware detected [seen multiple times]`	`SCAN_UNCATEGORIZED`
`Container with a miner image detected`	`SCAN_UNCATEGORIZED`
`Detected anomalous mix of upper and lower case characters in command line`	`PROCESS_UNCATEGORIZED`
`Detected file download from a known malicious source`	`SCAN_UNCATEGORIZED`
`Disabling of auditd logging [seen multiple times]`	`STATUS_UPDATE`
`Exploitation of Xorg vulnerability [seen multiple times]`	`STATUS_UPDATE`
`Failed SSH brute force attack`	`USER_LOGIN`
`Hidden file execution detected`	`PROCESS_UNCATEGORIZED`
`New SSH key added [seen multiple times]`	`SETTING_MODIFICATION`
`New SSH key added`	`SETTING_MODIFICATION`
`Possible backdoor detected [seen multiple times]`	`FILE_UNCATEGORIZED`
`Possible exploitation of the mailserver detected`	`SCAN_UNCATEGORIZED`
`Possible malicious web shell detected`	`SCAN_UNCATEGORIZED`
`Possible password change using crypt-method detected [seen multiple times]`	`USER_CHANGE_PASSWORD`
`Process associated with digital currency mining detected [seen multiple times]`	`PROCESS_UNCATEGORIZED`
`Process associated with digital currency mining detected`	`PROCESS_UNCATEGORIZED`
`Python encoded downloader detected [seen multiple times]`	`SCAN_UNCATEGORIZED`
`Screenshot taken on host [seen multiple times]`	`STATUS_UPDATE`
`Shellcode detected [seen multiple times]`	`PROCESS_UNCATEGORIZED`
`Successful SSH brute force attack`	`USER_LOGIN`
`Suspicious kernel module detected [seen multiple times]`	`PROCESS_MODULE_LOAD`
`Suspicious password access [seen multiple times]`	`STATUS_UPDATE`
`Suspicious password access`	`STATUS_UPDATE`
`Suspicious request to the Kubernetes Dashboard`	`STATUS_UPDATE`
`Anomalous network protocol usage`	`NETWORK_UNCATEGORIZED`
`Anonymity network activity`	`NETWORK_UNCATEGORIZED`
`Anonymity network activity using web proxy`	`NETWORK_UNCATEGORIZED`
`Attempted communication with suspicious sinkholed domain`	`NETWORK_UNCATEGORIZED`
`Communication with possible phishing domain`	`NETWORK_UNCATEGORIZED`
`Communication with suspicious algorithmically generated domain`	`NETWORK_UNCATEGORIZED`
`Communication with suspicious random domain name`	`NETWORK_UNCATEGORIZED`
`Digital currency mining activity`	`NETWORK_UNCATEGORIZED`
`Network intrusion detection signature activation`	`NETWORK_UNCATEGORIZED`
`Possible data download via DNS tunnel`	`NETWORK_UNCATEGORIZED`
`Possible data exfiltration via DNS tunnel`	`NETWORK_UNCATEGORIZED`	`DATA_EXFILTRATION`
`Possible data transfer via DNS tunnel`	`NETWORK_UNCATEGORIZED`
`Suspicious failure installing GPU extension in your subscription (Preview)`	`SCAN_UNCATEGORIZED`
`Suspicious installation of a GPU extension was detected on your virtual machine (Preview)`	`SCAN_UNCATEGORIZED`
`Run Command with a suspicious script was detected on your virtual machine (Preview)`	`PROCESS_UNCATEGORIZED`
`Suspicious unauthorized Run Command usage was detected on your virtual machine (Preview)`	`PROCESS_UNCATEGORIZED`
`Suspicious Run Command usage was detected on your virtual machine (Preview)`	`PROCESS_UNCATEGORIZED`
`Suspicious usage of multiple monitoring or data collection extensions was detected on your virtual machines (Preview)`	`SCAN_UNCATEGORIZED`
`Suspicious installation of disk encryption extensions was detected on your virtual machines (Preview)`	`SCAN_UNCATEGORIZED`
`Suspicious usage of VMAccess extension was detected on your virtual machines (Preview)`	`SCAN_UNCATEGORIZED`
`Desired State Configuration (DSC) extension with a suspicious script was detected on your virtual machine (Preview)`	`PROCESS_UNCATEGORIZED`
`Suspicious usage of a Desired State Configuration (DSC) extension was detected on your virtual machines (Preview)`	`PROCESS_UNCATEGORIZED`
`Custom script extension with a suspicious script was detected on your virtual machine (Preview)`	`PROCESS_UNCATEGORIZED`
`Suspicious failed execution of custom script extension in your virtual machine`	`PROCESS_UNCATEGORIZED`
`Unusual deletion of custom script extension in your virtual machine`	`PROCESS_UNCATEGORIZED`
`Unusual execution of custom script extension in your virtual machine`	`PROCESS_UNCATEGORIZED`
`Custom script extension with suspicious entry-point in your virtual machine`	`PROCESS_UNCATEGORIZED`
`Custom script extension with suspicious payload in your virtual machine`	`PROCESS_UNCATEGORIZED`
`An attempt to run Linux commands on a Windows App Service`	`PROCESS_UNCATEGORIZED`
`An IP that connected to your Azure App Service FTP Interface was found in Threat Intelligence`	`NETWORK_UNCATEGORIZED`
`Attempt to run high privilege command detected`	`PROCESS_UNCATEGORIZED`
`Connection to web page from anomalous IP address detected`	`SCAN_NETWORK`
`Dangling DNS record for an App Service resource detected`	`RESOURCE_DELETION`
`Detected suspicious file download`	`SCAN_UNCATEGORIZED`
`Executable decoded using certutil`	`PROCESS_UNCATEGORIZED`
`Microsoft Defender for Cloud test alert for App Service (not a threat)`	`STATUS_UPDATE`
`NMap scanning detected`	`SCAN_UNCATEGORIZED`
`Phishing content hosted on Azure Webapps`	`SCAN_UNCATEGORIZED`
`PHP file in upload folder`	`SCAN_UNCATEGORIZED`
`Possible Cryptocoinminer download detected`	`SCAN_UNCATEGORIZED`
`Possible data exfiltration detected`	`NETWORK_UNCATEGORIZED`	`DATA_EXFILTRATION`
`Potential dangling DNS record for an App Service resource detected`	`RESOURCE_DELETION`
`Potential reverse shell detected`	`SCAN_UNCATEGORIZED`
`Raw data download detected`	`SCAN_UNCATEGORIZED`
`Saving curl output to disk detected`	`PROCESS_UNCATEGORIZED`
`Spam folder referrer detected`	`SCAN_UNCATEGORIZED`
`Suspicious access to possibly vulnerable web page detected`	`SCAN_UNCATEGORIZED`
`Suspicious domain name reference`	`SCAN_UNCATEGORIZED`
`Suspicious PHP execution detected`	`SCAN_UNCATEGORIZED`
`Suspicious User Agent detected`	`SCAN_UNCATEGORIZED`
`Suspicious WordPress theme invocation detected`	`SCAN_UNCATEGORIZED`
`Vulnerability scanner detected`	`SCAN_UNCATEGORIZED`
`Web fingerprinting detected`	`SCAN_UNCATEGORIZED`
`Website is tagged as malicious in threat intelligence feed`	`STATUS_UPDATE`
`Exposed Postgres service with trust authentication configuration in Kubernetes detected (Preview)`	`SCAN_UNCATEGORIZED`
`Exposed Postgres service with risky configuration in Kubernetes detected (Preview)`	`SCAN_UNCATEGORIZED`
`Attempt to create a new Linux namespace from a container detected`	`SCAN_UNCATEGORIZED`
`Abnormal activity of managed identity associated with Kubernetes (Preview)`	`SCAN_UNCATEGORIZED`
`Abnormal Kubernetes service account operation detected`	`SCAN_UNCATEGORIZED`
`An uncommon connection attempt detected`	`SCAN_UNCATEGORIZED`
`Attempt to stop apt-daily-upgrade.timer service detected`	`SCAN_UNCATEGORIZED`
`Behavior similar to common Linux bots detected (Preview)`	`SCAN_UNCATEGORIZED`
`Command within a container running with high privileges`	`STATUS_UPDATE`
`Container running in privileged mode`	`STATUS_UPDATE`
`Container with a sensitive volume mount detected`	`SCAN_UNCATEGORIZED`
`CoreDNS modification in Kubernetes detected`	`SCAN_UNCATEGORIZED`
`Creation of admission webhook configuration detected`	`SCAN_UNCATEGORIZED`
`Detected suspicious use of the nohup command`	`SCAN_UNCATEGORIZED`
`Detected suspicious use of the useradd command`	`SCAN_UNCATEGORIZED`
`Digital currency mining container detected`	`SCAN_UNCATEGORIZED`
`Docker build operation detected on a Kubernetes node`	`SCAN_UNCATEGORIZED`
`Exposed Kubeflow dashboard detected`	`SCAN_UNCATEGORIZED`
`Exposed Kubernetes dashboard detected`	`SCAN_UNCATEGORIZED`
`Exposed Kubernetes service detected`	`SCAN_UNCATEGORIZED`
`Exposed Redis service in AKS detected`	`SCAN_UNCATEGORIZED`
`Indicators associated with DDOS toolkit detected`	`SCAN_UNCATEGORIZED`
`K8S API requests from proxy IP address detected`	`SCAN_UNCATEGORIZED`
`Kubernetes events deleted`	`STATUS_UPDATE`
`Kubernetes penetration testing tool detected`	`SCAN_UNCATEGORIZED`
`Microsoft Defender for Cloud test alert (not a threat).`	`STATUS_UPDATE`
`New container in the kube-system namespace detected`	`SCAN_UNCATEGORIZED`
`New high privileges role detected`	`SCAN_UNCATEGORIZED`
`Possible attack tool detected`	`SCAN_UNCATEGORIZED`
`Possible backdoor detected`	`SCAN_UNCATEGORIZED`
`Possible command line exploitation attempt`	`SCAN_UNCATEGORIZED`
`Possible credential access tool detected`	`SCAN_UNCATEGORIZED`
`Possible Log Tampering Activity Detected`	`SCAN_UNCATEGORIZED`
`Possible password change using crypt-method detected`	`SCAN_UNCATEGORIZED`
`Potential port forwarding to external IP address`	`SCAN_UNCATEGORIZED`
`Privileged container detected`	`SCAN_UNCATEGORIZED`
`Process seen accessing the SSH authorized keys file in an unusual way`	`FILE_READ`
`Role binding to the cluster-admin role detected`	`SCAN_UNCATEGORIZED`
`Security-related process termination detected`	`PROCESS_TERMINATION`
`SSH server is running inside a container`	`STATUS_UPDATE`
`Suspicious file timestamp modification`	`STATUS_UPDATE`
`Suspicious request to Kubernetes API`	`STATUS_UPDATE`
`Potential crypto coin miner started`	`STATUS_UPDATE`
`Possible malicious web shell detected.`	`SCAN_UNCATEGORIZED`
`Burst of multiple reconnaissance commands could indicate initial activity after compromise`	`STATUS_UPDATE`
`Suspicious Download Then Run Activity`	`STATUS_UPDATE`
`Access to kubelet kubeconfig file detected`	`SCAN_UNCATEGORIZED`
`Access to cloud metadata service detected`	`SCAN_UNCATEGORIZED`
`MITRE Caldera agent detected`	`SCAN_UNCATEGORIZED`
`A possible vulnerability to SQL Injection`	`USER_RESOURCE_ACCESS`	`EXPLOIT`
`Attempted logon by a potentially harmful application`	`USER_LOGIN`
`Log on from an unusual Azure Data Center`	`USER_LOGIN`
`Log on from an unusual location`	`USER_LOGIN`
`Login from a principal user not seen in 60 days`	`USER_LOGIN`
`Login from a domain not seen in 60 days`	`USER_LOGIN`
`Login from a suspicious IP`	`USER_LOGIN`
`Potential SQL injection`	`USER_RESOURCE_ACCESS`	`EXPLOIT`
`Suspected brute force attack using a valid user`	`USER_LOGIN`
`Suspected brute force attack`	`USER_LOGIN`
`Suspected successful brute force attack`	`USER_LOGIN`
`SQL Server potentially spawned a Windows command shell and accessed an abnormal external source`	`PROCESS_UNCATEGORIZED`
`Unusual payload with obfuscated parts has been initiated by SQL Server`	`STATUS_UPDATE`
`Logon from an unusual cloud provider`	`USER_LOGIN`
`Azure Resource Manager operation from suspicious IP address`	`NETWORK_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`Azure Resource Manager operation from suspicious proxy IP address`	`NETWORK_UNCATEGORIZED`	`NETWORK_SUSPICIOUS`
`MicroBurst exploitation toolkit used to enumerate resources in your subscriptions`	`PROCESS_UNCATEGORIZED`
`MicroBurst exploitation toolkit used to execute code on your virtual machine`	`PROCESS_UNCATEGORIZED`
`MicroBurst exploitation toolkit used to extract keys from your Azure key vaults`	`PROCESS_UNCATEGORIZED`
`MicroBurst exploitation toolkit used to extract keys to your storage accounts`	`PROCESS_UNCATEGORIZED`
`MicroBurst exploitation toolkit used to extract secrets from your Azure key vaults`	`PROCESS_UNCATEGORIZED`
`PowerZure exploitation toolkit used to elevate access from Azure AD to Azure`	`STATUS_UPDATE`
`PowerZure exploitation toolkit used to enumerate resources`	`RESOURCE_READ`
`PowerZure exploitation toolkit used to enumerate storage containers, shares, and tables`	`RESOURCE_READ`
`PowerZure exploitation toolkit used to execute a Runbook in your subscription`	`STATUS_UPDATE`
`PowerZure exploitation toolkit used to extract Runbooks content`	`STATUS_UPDATE`
`PREVIEW - Azurite toolkit run detected`	`SCAN_UNCATEGORIZED`
`PREVIEW - Suspicious creation of compute resources detected`	`RESOURCE_CREATION`
`PREVIEW - Suspicious key vault recovery detected`	`SCAN_UNCATEGORIZED`
`PREVIEW - Suspicious management session using an inactive account detected`	`SCAN_UNCATEGORIZED`
`PREVIEW - Suspicious invocation of a high-risk 'Credential Access' operation by a service principal detected`	`SCAN_UNCATEGORIZED`
`PREVIEW - Suspicious invocation of a high-risk 'Data Collection' operation by a service principal detected`	`SCAN_UNCATEGORIZED`
`PREVIEW - Suspicious invocation of a high-risk 'Defense Evasion' operation by a service principal detected`	`SCAN_UNCATEGORIZED`
`PREVIEW - Suspicious invocation of a high-risk 'Execution' operation by a service principal detected`	`SCAN_UNCATEGORIZED`
`PREVIEW - Suspicious invocation of a high-risk 'Impact' operation by a service principal detected`	`SCAN_UNCATEGORIZED`
`PREVIEW - Suspicious invocation of a high-risk 'Initial Access' operation by a service principal detected`	`SCAN_UNCATEGORIZED`
`PREVIEW - Suspicious invocation of a high-risk 'Lateral Movement Access' operation by a service principal detected`	`SCAN_UNCATEGORIZED`
`PREVIEW - Suspicious invocation of a high-risk 'persistence' operation by a service principal detected`	`SCAN_UNCATEGORIZED`
`PREVIEW - Suspicious invocation of a high-risk 'Privilege Escalation' operation by a service principal detected`	`SCAN_UNCATEGORIZED`
`PREVIEW - Suspicious management session using PowerShell detected`	`SCAN_UNCATEGORIZED`
`PREVIEW â€" Suspicious management session using Azure portal detected`	`SCAN_UNCATEGORIZED`
`Privileged custom role created for your subscription in a suspicious way (Preview)`	`SCAN_UNCATEGORIZED`
`Suspicious Azure role assignment detected (Preview)`	`SCAN_UNCATEGORIZED`
`Suspicious invocation of a high-risk 'Credential Access' operation detected (Preview)`	`SCAN_UNCATEGORIZED`
`Suspicious invocation of a high-risk 'Data Collection' operation detected (Preview)`	`SCAN_UNCATEGORIZED`
`Suspicious invocation of a high-risk 'Defense Evasion' operation detected (Preview)`	`SCAN_UNCATEGORIZED`
`Suspicious invocation of a high-risk 'Execution' operation detected (Preview)`	`SCAN_UNCATEGORIZED`
`Suspicious invocation of a high-risk 'Impact' operation detected (Preview)`	`SCAN_UNCATEGORIZED`
`Suspicious invocation of a high-risk 'Initial Access' operation detected (Preview)`	`SCAN_UNCATEGORIZED`
`Suspicious invocation of a high-risk 'Lateral Movement' operation detected (Preview)`	`SCAN_UNCATEGORIZED`
`Suspicious elevate access operation (Preview)(ARM_AnomalousElevateAccess)`	`SCAN_UNCATEGORIZED`
`Suspicious invocation of a high-risk 'Persistence' operation detected (Preview)`	`SCAN_UNCATEGORIZED`
`Suspicious invocation of a high-risk 'Privilege Escalation' operation detected (Preview)`	`SCAN_UNCATEGORIZED`
`Usage of MicroBurst exploitation toolkit to run an arbitrary code or exfiltrate Azure Automation account credentials`	`PROCESS_UNCATEGORIZED`
`Usage of NetSPI techniques to maintain persistence in your Azure environment`	`SCAN_UNCATEGORIZED`
`Usage of PowerZure exploitation toolkit to run an arbitrary code or exfiltrate Azure Automation account credentials`	`SCAN_UNCATEGORIZED`
`Usage of PowerZure function to maintain persistence in your Azure environment`	`SCAN_UNCATEGORIZED`
`Suspicious classic role assignment detected (Preview)`	`RESOURCE_PERMISSIONS_CHANGE`
`Access from a suspicious application`	`USER_RESOURCE_ACCESS`	`EXPLOIT`
`Access from a suspicious IP address`	`USER_RESOURCE_ACCESS`
`Phishing content hosted on a storage account`	`STATUS_UPDATE`
`Storage account identified as source for distribution of malware`	`STATUS_UPDATE`
`The access level of a potentially sensitive storage blob container was changed to allow unauthenticated public access`	`RESOURCE_PERMISSIONS_CHANGE`
`Authenticated access from a Tor exit node`	`USER_RESOURCE_ACCESS`
`Access from an unusual location to a storage account`	`USER_RESOURCE_ACCESS`
`Unusual unauthenticated access to a storage container`	`USER_RESOURCE_ACCESS`
`Potential malware uploaded to a storage account`	`STATUS_UPDATE`
`Publicly accessible storage containers successfully discovered`	`STATUS_UPDATE`
`Publicly accessible storage containers unsuccessfully scanned`	`STATUS_UPDATE`
`Unusual access inspection in a storage account`	`USER_RESOURCE_ACCESS`
`Unusual amount of data extracted from a storage account`	`STATUS_UPDATE`
`Unusual application accessed a storage account`	`USER_RESOURCE_ACCESS`
`Unusual data exploration in a storage account`	`STATUS_UPDATE`
`Unusual deletion in a storage account`	`STATUS_UPDATE`
`Unusual unauthenticated public access to a sensitive blob container (Preview)`	`USER_RESOURCE_ACCESS`
`Unusual amount of data extracted from a sensitive blob container (Preview)`	`STATUS_UPDATE`
`Unusual number of blobs extracted from a sensitive blob container (Preview)`	`STATUS_UPDATE`
`Access from a known suspicious application to a sensitive blob container (Preview)`	`USER_RESOURCE_ACCESS`
`Access from a known suspicious IP address to a sensitive blob container (Preview)`	`USER_RESOURCE_ACCESS`
`Access from a Tor exit node to a sensitive blob container (Preview)`	`USER_RESOURCE_ACCESS`
`Access from an unusual location to a sensitive blob container (Preview)`	`USER_RESOURCE_ACCESS`
`The access level of a sensitive storage blob container was changed to allow unauthenticated public access (Preview)`	`RESOURCE_PERMISSIONS_CHANGE`
`Suspicious external access to an Azure storage account with overly permissive SAS token (Preview)`	`USER_RESOURCE_ACCESS`
`Suspicious external operation to an Azure storage account with overly permissive SAS token (Preview)`	`USER_RESOURCE_ACCESS`
`Unusual SAS token was used to access an Azure storage account from a public IP address (Preview)`	`USER_RESOURCE_ACCESS`
`Malicious file uploaded to storage account`	`STATUS_UPDATE`
`Malicious blob was downloaded from a storage account (Preview)`	`STATUS_UPDATE`
`Access from a Tor exit node`	`USER_RESOURCE_ACCESS`
`Access from a suspicious IP`	`USER_RESOURCE_ACCESS`
`Access from an unusual location`	`USER_RESOURCE_ACCESS`
`Unusual volume of data extracted`	`STATUS_UPDATE`
`Extraction of Azure Cosmos DB accounts keys via a potentially malicious script`	`STATUS_UPDATE`
`Suspicious extraction of Azure Cosmos DB account keys (AzureCosmosDB_SuspiciousListKeys.SuspiciousPrincipal)`	`STATUS_UPDATE`
`SQL injection: potential data exfiltration`	`STATUS_UPDATE`	`EXPLOIT`
`SQL injection: fuzzing attempt`	`STATUS_UPDATE`	`EXPLOIT`
`Network communication with a malicious machine detected`	`NETWORK_UNCATEGORIZED`
`Possible compromised machine detected`	`NETWORK_UNCATEGORIZED`
`Possible incoming %{Service Name} brute force attempts detected`	`NETWORK_UNCATEGORIZED`
`Possible incoming SQL brute force attempts detected`	`NETWORK_UNCATEGORIZED`
`Possible outgoing denial-of-service attack detected`	`NETWORK_UNCATEGORIZED`	`NETWORK_DENIAL_OF_SERVICE`
`Suspicious incoming RDP network activity from multiple sources`	`NETWORK_UNCATEGORIZED`
`Suspicious incoming RDP network activity`	`NETWORK_UNCATEGORIZED`
`Suspicious incoming SSH network activity from multiple sources`	`NETWORK_UNCATEGORIZED`
`Suspicious incoming SSH network activity`	`NETWORK_UNCATEGORIZED`
`Suspicious outgoing %{Attacked Protocol} traffic detected`	`NETWORK_UNCATEGORIZED`
`Suspicious outgoing RDP network activity to multiple destinations`	`NETWORK_UNCATEGORIZED`
`Suspicious outgoing RDP network activity`	`NETWORK_UNCATEGORIZED`
`Suspicious outgoing SSH network activity to multiple destinations`	`NETWORK_UNCATEGORIZED`
`Suspicious outgoing SSH network activity`	`NETWORK_UNCATEGORIZED`
`Traffic detected from IP addresses recommended for blocking`	`SCAN_NETWORK`
`Access from a suspicious IP address to a key vault`	`USER_RESOURCE_ACCESS`
`Access from a TOR exit node to a key vault`	`USER_RESOURCE_ACCESS`
`High volume of operations in a key vault`	`USER_UNCATEGORIZED`
`Suspicious policy change and secret query in a key vault`	`USER_UNCATEGORIZED`
`Suspicious secret listing and query in a key vault`	`USER_UNCATEGORIZED`
`Unusual access denied - User accessing high volume of key vaults denied`	`USER_RESOURCE_ACCESS`
`Unusual access denied - Unusual user accessing key vault denied`	`USER_RESOURCE_ACCESS`
`Unusual application accessed a key vault`	`USER_RESOURCE_ACCESS`
`Unusual operation pattern in a key vault`	`USER_UNCATEGORIZED`
`Unusual user accessed a key vault`	`USER_RESOURCE_ACCESS`
`Unusual user-application pair accessed a key vault`	`USER_RESOURCE_ACCESS`
`User accessed high volume of key vaults`	`USER_RESOURCE_ACCESS`
`Denied access from a suspicious IP to a key vault`	`USER_RESOURCE_ACCESS`
`Unusual access to the key vault from a suspicious IP (Non-Microsoft or External)`	`USER_RESOURCE_ACCESS`
`DDoS Attack detected for Public IP`	`SCAN_UNCATEGORIZED`	`NETWORK_DENIAL_OF_SERVICE`
`DDoS Attack mitigated for Public IP`	`STATUS_UPDATE`	`NETWORK_DENIAL_OF_SERVICE`
`Suspicious population-level spike in API traffic to an API endpoint`	`SCAN_UNCATEGORIZED`
`Suspicious spike in API traffic from a single IP address to an API endpoint`	`SCAN_UNCATEGORIZED`
`Unusually large response payload transmitted between a single IP address and an API endpoint`	`SCAN_UNCATEGORIZED`
`Unusually large request body transmitted between a single IP address and an API endpoint`	`SCAN_UNCATEGORIZED`
`(Preview) Suspicious spike in latency for traffic between a single IP address and an API endpoint`	`SCAN_UNCATEGORIZED`
`API requests spray from a single IP address to an unusually large number of distinct API endpoints`	`NETWORK_UNCATEGORIZED`
`Parameter enumeration on an API endpoint`	`NETWORK_UNCATEGORIZED`
`Distributed parameter enumeration on an API endpoint`	`NETWORK_UNCATEGORIZED`
`Parameter value(s) with anomalous data types in an API call`	`NETWORK_UNCATEGORIZED`
`Previously unseen parameter used in an API call`	`NETWORK_UNCATEGORIZED`
`Access from a Tor exit node to an API endpoint`	`NETWORK_UNCATEGORIZED`
`API Endpoint access from suspicious IP`	`NETWORK_UNCATEGORIZED`
`Access from an unusual location to a storage blob container`	`USER_RESOURCE_ACCESS`
`Potentially Unsafe Action`	`USER_RESOURCE_ACCESS`
`Logon by an unfamiliar principal`	`USER_LOGIN`
`NT - Download requested by Powershell`	`USER_UNCATEGORIZED`
`Logon from an unusual location`	`USER_UNCATEGORIZED`
`NT - Anomalous Registry Persistence Value`	`USER_UNCATEGORIZED`
`NT - Suspicious powershell command with windowstyle hidden`	`USER_UNCATEGORIZED`
`NT - Unauthorized nmap usage`	`USER_UNCATEGORIZED`
`NT - Unusual process spawned from Chrome`	`USER_UNCATEGORIZED`
`NT - Encoded powershell command executed`	`USER_UNCATEGORIZED`
`NT - Powershell command with suspicious reference to AppData subfolder`	`USER_UNCATEGORIZED`
`NT - Powershell executing standard input (possible obfuscation)`	`USER_UNCATEGORIZED`
`NT - Anomalous bitsadmin transfer request`	`STATUS_UPDATE`
`NT - Anomalous reg import command - Rule`	`STATUS_UPDATE`
`NT - Anomalous usage of sdbinst.exe - possible shim database persistence`	`STATUS_UPDATE`
`NT - Folder name of nonbreaking space detected in commandline. possible Andromeda.`	`STATUS_UPDATE`
`NT - Rundll32.exe communicating with proxy`	`STATUS_UPDATE`
`NT - LogSource Increasing or Decreasing over Last 4 Hours`	`STATUS_UPDATE`
`Azure VWAN Tunnel Down - Run the RRAS Script`	`STATUS_UPDATE`
`Security incident with shared process detected`	`STATUS_UPDATE`
`Security incident detected on multiple resources`	`STATUS_UPDATE`
`Security incident detected`	`STATUS_UPDATE`
`PsExec execution detected`	`USER_UNCATEGORIZED`

Field mapping reference: MICROSOFT_GRAPH_ALERT

The following table lists the log fields of the MICROSOFT_GRAPH_ALERT log type and their corresponding UDM fields.

Log field

UDM mapping

Logic

actorDisplayName

security_result.about.user.user_display_name

If the actorDisplayName log field value is not equal to null , then the actorDisplayName log field is mapped to the security_result.about.user.user_display_name UDM field.

additionalData

additional.fields [additionalData %{key}]

alertPolicyId

security_result.rule_id

If the alertPolicyId log field value is not equal to null , then the alertPolicyId log field is mapped to the security_result.rule_id UDM field.

alertWebUrl

metadata.url_back_to_product

assignedTo

security_result.about.user.userid

If the assignedTo log field value is not equal to null , then the assignedTo log field is mapped to the security_result.about.user.userid UDM field.

category

metadata.product_event_type

category

security_result.summary

classification

security_result.detection_fields[classification]

If the classification log field value is not equal to null , then the classification log field is mapped to the security_result.detection_fields UDM field.

comments.comment

security_result.about.investigation.comments

comments.createdByDisplayName

security_result.detection_fields[comments_created_by_display_name]

comments.createdDateTime

security_result.detection_fields[comments_created_date_time]

createdDateTime

metadata.event_timestamp

description

metadata.description

description

security_result.description

detectionSource

security_result.detection_fields[detection_source]

evidence.createdDateTime

principal.user.attribute.creation_time

The evidence.createdDateTime is mapped to principal.user.attribute.creation_time when all of the following conditions are met:

The evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence)
If the title field value doesn't contains any of the following values:
- Malware linked IP address
- Unfamiliar sign-in properties
- Malicious IP address
- Anonymous IP address
- Verified threat actor IP
- Suspected Brute Force attack (LDAP)
- Suspected Brute Force attack (Kerberos, NTLM)
- Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
- Suspected DFSCoerce attack using Distributed File System Protocol
- Multiple failed login attempts
- Activity from a TOR IP address
- Anomalous SSH login detected
- Azure High Risk User account - Signin
- Brute force attack against Azure Portal
- Identity - Attempts to sign in to disabled accounts
- Network - SSH Potential Brute Force
- A logon from a malicious IP has been detected. [seen multiple times]
- Successful brute force attack
- Failed SSH brute force attack
- Successful SSH brute force attack
- Attempted logon by a potentially harmful application
- Log on from an unusual Azure Data Center
- Log on from an unusual location
- Login from a principal user not seen in 60 days
- Login from a domain not seen in 60 days
- Login from a suspicious IP
- Suspected brute force attack using a valid user
- Suspected brute force attack
- Suspected successful brute force attack
- Logon from an unusual cloud provider
- Logon by an unfamiliar principal

evidence.createdDateTime

target.user.attribute.creation_time

The evidence.createdDateTime is mapped to target.user.attribute.creation_time when all of the following conditions are met:

The evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence)
If the title field value contains one of the following values:
- Malware linked IP address
- Unfamiliar sign-in properties
- Malicious IP address
- Anonymous IP address
- Verified threat actor IP
- Suspected Brute Force attack (LDAP)
- Suspected Brute Force attack (Kerberos, NTLM)
- Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
- Suspected DFSCoerce attack using Distributed File System Protocol
- Multiple failed login attempts
- Activity from a TOR IP address
- Anomalous SSH login detected
- Azure High Risk User account - Signin
- Brute force attack against Azure Portal
- Identity - Attempts to sign in to disabled accounts
- Network - SSH Potential Brute Force
- A logon from a malicious IP has been detected. [seen multiple times]
- Successful brute force attack
- Failed SSH brute force attack
- Successful SSH brute force attack
- Attempted logon by a potentially harmful application
- Log on from an unusual Azure Data Center
- Log on from an unusual location
- Login from a principal user not seen in 60 days
- Login from a domain not seen in 60 days
- Login from a suspicious IP
- Suspected brute force attack using a valid user
- Suspected brute force attack
- Suspected successful brute force attack
- Logon from an unusual cloud provider
- Logon by an unfamiliar principal

evidence.createdDateTime

principal.asset.attribute.creation_time

If the evidence.@odata.type log field value matches the regular expression pattern (.*)deviceEvidence , then the evidence.createdDateTime log field is mapped to the principal.asset.attribute.creation_time UDM field.

evidence.createdDateTime

target.resource_ancestors.attribute.creation_time

If the evidence.@odata.type log field value matches the regular expression pattern

(.*)(amazonResourceEvidence or azureResourceEvidence or blobContainerEvidence or blobEvidence or googleCloudResourceEvidence or containerEvidence or containerImageEvidence or containerRegistryEvidence or kubernetesClusterEvidence or kubernetesControllerEvidence or kubernetesNamespaceEvidence or kubernetesPodEvidence or kubernetesSecretEvidence or kubernetesServiceAccountEvidence or kubernetesServiceEvidence or oauthApplicationEvidence)

, then the evidence.createdDateTime log field is mapped to the target.resource_ancestors.attribute.creation_time UDM field.

evidence.createdDateTime

target.group.attribute.creation_time

If the evidence.@odata.type log field value matches the regular expression pattern (.*)securityGroupEvidence , then the evidence.createdDateTime log field is mapped to the target.group.attribute.creation_time UDM field.

evidence.createdDateTime

security_result.detection_fields [created_date_time]

If the evidence.@odata.type log field value matches the regular expression pattern

(.*)(cloudApplicationEvidence or amazonResourceEvidence or azureResourceEvidence or blobContainerEvidence or blobEvidence or googleCloudResourceEvidence or containerEvidence or containerImageEvidence or containerRegistryEvidence or kubernetesClusterEvidence or kubernetesControllerEvidence or kubernetesNamespaceEvidence or kubernetesSecretEvidence or kubernetesServiceAccountEvidence or kubernetesServiceEvidence or oauthApplicationEvidence or kubernetesPodEvidence or deviceEvidence or mailClusterEvidence or registryKeyEvidence or registryValueEvidence or urlEvidence or analyzedMessageEvidence or securityGroupEvidence or userEvidence or mailboxEvidence or ipEvidence or mailClusterEvidence or analyzedMessageEvidence or registryKeyEvidence or registryValueEvidence or urlEvidence or fileEvidence or processEvidence)

, then the evidence.createdDateTime extracted field is mapped to the security_result.detection_fields UDM field.

evidence.remediationStatusDetails

principal.user.attribute.labels [remediation_status_details]

The evidence.remediationStatusDetails is mapped to principal.user.attribute.labels when all of the following conditions are met:

The evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence)
If the title field value doesn't contains any of the following values:
- Malware linked IP address
- Unfamiliar sign-in properties
- Malicious IP address
- Anonymous IP address
- Verified threat actor IP
- Suspected Brute Force attack (LDAP)
- Suspected Brute Force attack (Kerberos, NTLM)
- Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
- Suspected DFSCoerce attack using Distributed File System Protocol
- Multiple failed login attempts
- Activity from a TOR IP address
- Anomalous SSH login detected
- Azure High Risk User account - Signin
- Brute force attack against Azure Portal
- Identity - Attempts to sign in to disabled accounts
- Network - SSH Potential Brute Force
- A logon from a malicious IP has been detected. [seen multiple times]
- Successful brute force attack
- Failed SSH brute force attack
- Successful SSH brute force attack
- Attempted logon by a potentially harmful application
- Log on from an unusual Azure Data Center
- Log on from an unusual location
- Login from a principal user not seen in 60 days
- Login from a domain not seen in 60 days
- Login from a suspicious IP
- Suspected brute force attack using a valid user
- Suspected brute force attack
- Suspected successful brute force attack
- Logon from an unusual cloud provider
- Logon by an unfamiliar principal

evidence.remediationStatusDetails

target.user.attribute.labels [remediation_status_details]

The evidence.remediationStatusDetails is mapped to target.user.attribute.labels when all of the following conditions are met:

The evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence)
If the title field value contains one of the following values:
- Malware linked IP address
- Unfamiliar sign-in properties
- Malicious IP address
- Anonymous IP address
- Verified threat actor IP
- Suspected Brute Force attack (LDAP)
- Suspected Brute Force attack (Kerberos, NTLM)
- Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
- Suspected DFSCoerce attack using Distributed File System Protocol
- Multiple failed login attempts
- Activity from a TOR IP address
- Anomalous SSH login detected
- Azure High Risk User account - Signin
- Brute force attack against Azure Portal
- Identity - Attempts to sign in to disabled accounts
- Network - SSH Potential Brute Force
- A logon from a malicious IP has been detected. [seen multiple times]
- Successful brute force attack
- Failed SSH brute force attack
- Successful SSH brute force attack
- Attempted logon by a potentially harmful application
- Log on from an unusual Azure Data Center
- Log on from an unusual location
- Login from a principal user not seen in 60 days
- Login from a domain not seen in 60 days
- Login from a suspicious IP
- Suspected brute force attack using a valid user
- Suspected brute force attack
- Suspected successful brute force attack
- Logon from an unusual cloud provider
- Logon by an unfamiliar principal

evidence.remediationStatusDetails

principal.asset.attribute.labels [remediation_status_details]

If the evidence.@odata.type log field value matches the regular expression pattern (.*)deviceEvidence , then the evidence.remediationStatusDetails log field is mapped to the principal.asset.attribute.labels UDM field.

evidence.remediationStatusDetails

target.resource_ancestors.attribute.labels [remediation_status_details]

If the evidence.@odata.type log field value matches the regular expression pattern

(.*)(amazonResourceEvidence or azureResourceEvidence or blobContainerEvidence or blobEvidence or googleCloudResourceEvidence or containerEvidence or containerImageEvidence or containerRegistryEvidence or kubernetesClusterEvidence or kubernetesControllerEvidence or kubernetesNamespaceEvidence or kubernetesPodEvidence or kubernetesSecretEvidence or kubernetesServiceAccountEvidence or kubernetesServiceEvidence or oauthApplicationEvidence)

, then the evidence.remediationStatusDetails log field is mapped to the target.resource_ancestors.attribute.labels UDM field.

evidence.remediationStatusDetails

target.group.attribute.labels [remediation_status_details]

If the evidence.@odata.type log field value matches the regular expression pattern (.*)securityGroupEvidence , then the evidence.remediationStatusDetails log field is mapped to the target.group.attribute.labels UDM field.

evidence.remediationStatusDetails

security_result.detection_fields [remediation_status_details]

If the evidence.@odata.type log field value matches the regular expression pattern

(.*)(ipEvidence or mailClusterEvidence or analyzedMessageEvidence or registryKeyEvidence or registryValueEvidence or urlEvidence or fileEvidence or processEvidence)

, then the evidence.remediationStatusDetails log field is mapped to the security_result.detection_fields UDM field.

evidence.remediationStatus

principal.user.attribute.labels [remediation_status]

The evidence.remediationStatus is mapped to principal.user.attribute.labels when all of the following conditions are met:

The evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence)
If the title field value doesn't contains any of the following values:
- Malware linked IP address
- Unfamiliar sign-in properties
- Malicious IP address
- Anonymous IP address
- Verified threat actor IP
- Suspected Brute Force attack (LDAP)
- Suspected Brute Force attack (Kerberos, NTLM)
- Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
- Suspected DFSCoerce attack using Distributed File System Protocol
- Multiple failed login attempts
- Activity from a TOR IP address
- Anomalous SSH login detected
- Azure High Risk User account - Signin
- Brute force attack against Azure Portal
- Identity - Attempts to sign in to disabled accounts
- Network - SSH Potential Brute Force
- A logon from a malicious IP has been detected. [seen multiple times]
- Successful brute force attack
- Failed SSH brute force attack
- Successful SSH brute force attack
- Attempted logon by a potentially harmful application
- Log on from an unusual Azure Data Center
- Log on from an unusual location
- Login from a principal user not seen in 60 days
- Login from a domain not seen in 60 days
- Login from a suspicious IP
- Suspected brute force attack using a valid user
- Suspected brute force attack
- Suspected successful brute force attack
- Logon from an unusual cloud provider
- Logon by an unfamiliar principal

evidence.remediationStatus

target.user.attribute.labels [remediation_status]

The evidence.remediationStatus is mapped to target.user.attribute.labels when all of the following conditions are met:

The evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence)
If the title field value contains one of the following values:
- Malware linked IP address
- Unfamiliar sign-in properties
- Malicious IP address
- Anonymous IP address
- Verified threat actor IP
- Suspected Brute Force attack (LDAP)
- Suspected Brute Force attack (Kerberos, NTLM)
- Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
- Suspected DFSCoerce attack using Distributed File System Protocol
- Multiple failed login attempts
- Activity from a TOR IP address
- Anomalous SSH login detected
- Azure High Risk User account - Signin
- Brute force attack against Azure Portal
- Identity - Attempts to sign in to disabled accounts
- Network - SSH Potential Brute Force
- A logon from a malicious IP has been detected. [seen multiple times]
- Successful brute force attack
- Failed SSH brute force attack
- Successful SSH brute force attack
- Attempted logon by a potentially harmful application
- Log on from an unusual Azure Data Center
- Log on from an unusual location
- Login from a principal user not seen in 60 days
- Login from a domain not seen in 60 days
- Login from a suspicious IP
- Suspected brute force attack using a valid user
- Suspected brute force attack
- Suspected successful brute force attack
- Logon from an unusual cloud provider
- Logon by an unfamiliar principal

evidence.remediationStatus

principal.asset.attribute.labels [remediation_status]

If the evidence.@odata.type log field value matches the regular expression pattern (.*)deviceEvidence , then the evidence.remediationStatus log field is mapped to the principal.asset.attribute.labels UDM field.

evidence.remediationStatus

target.resource_ancestors.attribute.labels [remediation_status]

If the evidence.@odata.type log field value matches the regular expression pattern

(.*)(amazonResourceEvidence or azureResourceEvidence or blobContainerEvidence or blobEvidence or googleCloudResourceEvidence or containerEvidence or containerImageEvidence or containerRegistryEvidence or kubernetesClusterEvidence or kubernetesControllerEvidence or kubernetesNamespaceEvidence or kubernetesPodEvidence or kubernetesSecretEvidence or kubernetesServiceAccountEvidence or kubernetesServiceEvidence or oauthApplicationEvidence)

, then the evidence.remediationStatus log field is mapped to the target.resource_ancestors.attribute.labels UDM field.

evidence.remediationStatus

target.group.attribute.labels [remediation_status]

If the evidence.@odata.type log field value matches the regular expression pattern (.*)securityGroupEvidence , then the evidence.remediationStatus log field is mapped to the target.group.attribute.labels UDM field.

evidence.remediationStatus

security_result.detection_fields [remediation_status]

If the evidence.@odata.type log field value matches the regular expression pattern

(.*)(ipEvidence or mailClusterEvidence or analyzedMessageEvidence or registryKeyEvidence or registryValueEvidence or urlEvidence or fileEvidence or processEvidence)

, then the evidence.remediationStatus log field is mapped to the security_result.detection_fields UDM field.

evidence.tags

principal.user.attribute.labels [tags]

If the evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence) , then the evidence.tags log field is mapped to the principal.user.attribute.labels UDM field.

evidence.tags

target.user.attribute.labels [tags]

The evidence.tags is mapped to target.user.attribute.labels when all of the following conditions are met:

The evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence)
If the title field value contains one of the following values:
- Malware linked IP address
- Unfamiliar sign-in properties
- Malicious IP address
- Anonymous IP address
- Verified threat actor IP
- Suspected Brute Force attack (LDAP)
- Suspected Brute Force attack (Kerberos, NTLM)
- Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
- Suspected DFSCoerce attack using Distributed File System Protocol
- Multiple failed login attempts
- Activity from a TOR IP address
- Anomalous SSH login detected
- Azure High Risk User account - Signin
- Brute force attack against Azure Portal
- Identity - Attempts to sign in to disabled accounts
- Network - SSH Potential Brute Force
- A logon from a malicious IP has been detected. [seen multiple times]
- Successful brute force attack
- Failed SSH brute force attack
- Successful SSH brute force attack
- Attempted logon by a potentially harmful application
- Log on from an unusual Azure Data Center
- Log on from an unusual location
- Login from a principal user not seen in 60 days
- Login from a domain not seen in 60 days
- Login from a suspicious IP
- Suspected brute force attack using a valid user
- Suspected brute force attack
- Suspected successful brute force attack
- Logon from an unusual cloud provider
- Logon by an unfamiliar principal

evidence.tags

principal.asset.attribute.labels [tags]

If the evidence.@odata.type log field value matches the regular expression pattern (.*)deviceEvidence , then the evidence.tags log field is mapped to the principal.asset.attribute.labels UDM field.

evidence.tags

target.resource_ancestors.attribute.labels [tags]

If the evidence.@odata.type log field value matches the regular expression pattern

(.*)(amazonResourceEvidence or azureResourceEvidence or blobContainerEvidence or blobEvidence or googleCloudResourceEvidence or containerEvidence or containerImageEvidence or containerRegistryEvidence or kubernetesClusterEvidence or kubernetesControllerEvidence or kubernetesNamespaceEvidence or kubernetesPodEvidence or kubernetesSecretEvidence or kubernetesServiceAccountEvidence or kubernetesServiceEvidence or oauthApplicationEvidence)

, then the evidence.tags log field is mapped to the target.resource_ancestors.attribute.labels UDM field.

evidence.tags

target.group.attribute.labels [tags]

If the evidence.@odata.type log field value matches the regular expression pattern (.*)securityGroupEvidence , then the evidence.tags log field is mapped to the target.group.attribute.labels UDM field.

evidence.tags

security_result.detection_fields [tags]

If the evidence.@odata.type log field value matches the regular expression pattern

(.*)(ipEvidence or mailClusterEvidence or analyzedMessageEvidence or registryKeyEvidence or registryValueEvidence or urlEvidence or fileEvidence or processEvidence)

, then the evidence.tags log field is mapped to the security_result.detection_fields UDM field.

evidence.detailedRoles

principal.user.attribute.labels [evidence_detailed_roles]

The evidence.detailedRoles is mapped to principal.user.attribute.labels when all of the following conditions are met:

The evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence)
If the title field value doesn't contains any of the following values:
- Malware linked IP address
- Unfamiliar sign-in properties
- Malicious IP address
- Anonymous IP address
- Verified threat actor IP
- Suspected Brute Force attack (LDAP)
- Suspected Brute Force attack (Kerberos, NTLM)
- Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
- Suspected DFSCoerce attack using Distributed File System Protocol
- Multiple failed login attempts
- Activity from a TOR IP address
- Anomalous SSH login detected
- Azure High Risk User account - Signin
- Brute force attack against Azure Portal
- Identity - Attempts to sign in to disabled accounts
- Network - SSH Potential Brute Force
- A logon from a malicious IP has been detected. [seen multiple times]
- Successful brute force attack
- Failed SSH brute force attack
- Successful SSH brute force attack
- Attempted logon by a potentially harmful application
- Log on from an unusual Azure Data Center
- Log on from an unusual location
- Login from a principal user not seen in 60 days
- Login from a domain not seen in 60 days
- Login from a suspicious IP
- Suspected brute force attack using a valid user
- Suspected brute force attack
- Suspected successful brute force attack
- Logon from an unusual cloud provider
- Logon by an unfamiliar principal

evidence.detailedRoles

target.user.attribute.labels [evidence_detailed_roles]

The evidence.detailedRoles is mapped to target.user.attribute.labels when all of the following conditions are met:

The evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence)
If the title field value contains one of the following values:
- Malware linked IP address
- Unfamiliar sign-in properties
- Malicious IP address
- Anonymous IP address
- Verified threat actor IP
- Suspected Brute Force attack (LDAP)
- Suspected Brute Force attack (Kerberos, NTLM)
- Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
- Suspected DFSCoerce attack using Distributed File System Protocol
- Multiple failed login attempts
- Activity from a TOR IP address
- Anomalous SSH login detected
- Azure High Risk User account - Signin
- Brute force attack against Azure Portal
- Identity - Attempts to sign in to disabled accounts
- Network - SSH Potential Brute Force
- A logon from a malicious IP has been detected. [seen multiple times]
- Successful brute force attack
- Failed SSH brute force attack
- Successful SSH brute force attack
- Attempted logon by a potentially harmful application
- Log on from an unusual Azure Data Center
- Log on from an unusual location
- Login from a principal user not seen in 60 days
- Login from a domain not seen in 60 days
- Login from a suspicious IP
- Suspected brute force attack using a valid user
- Suspected brute force attack
- Suspected successful brute force attack
- Logon from an unusual cloud provider
- Logon by an unfamiliar principal

evidence.detailedRoles

principal.asset.attribute.labels [evidence_detailed_roles]

If the evidence.@odata.type log field value matches the regular expression pattern (.*)deviceEvidence , then the evidence.detailedRoles log field is mapped to the principal.asset.attribute.labels UDM field.

evidence.detailedRoles

target.resource_ancestors.attribute.labels [evidence_detailed_roles]

If the evidence.@odata.type log field value matches the regular expression pattern

(.*)(amazonResourceEvidence or azureResourceEvidence or blobContainerEvidence or blobEvidence or googleCloudResourceEvidence or containerEvidence or containerImageEvidence or containerRegistryEvidence or kubernetesClusterEvidence or kubernetesControllerEvidence or kubernetesNamespaceEvidence or kubernetesPodEvidence or kubernetesSecretEvidence or kubernetesServiceAccountEvidence or kubernetesServiceEvidence or oauthApplicationEvidence)

, then the evidence.detailedRoles log field is mapped to the target.resource_ancestors.attribute.labels UDM field.

evidence.detailedRoles

target.group.attribute.labels [evidence_detailed_roles]

If the evidence.@odata.type log field value matches the regular expression pattern (.*)securityGroupEvidence , then the evidence.detailedRoles log field is mapped to the target.group.attribute.labels UDM field.

evidence.detailedRoles

security_result.detection_fields [detailed_roles]

If the evidence.@odata.type log field value matches the regular expression pattern

(.*)(ipEvidence or mailClusterEvidence or analyzedMessageEvidence or registryKeyEvidence or registryValueEvidence or urlEvidence or fileEvidence or processEvidence)

, then the evidence.detailedRoles log field is mapped to the security_result.detection_fields UDM field.

evidence.verdict

principal.user.attribute.labels [verdict]

The evidence.verdict is mapped to principal.user.attribute.labels when all of the following conditions are met:

The evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence)
If the title field value contains one of the following values:
- Malware linked IP address
- Unfamiliar sign-in properties
- Malicious IP address
- Anonymous IP address
- Verified threat actor IP
- Suspected Brute Force attack (LDAP)
- Suspected Brute Force attack (Kerberos, NTLM)
- Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
- Suspected DFSCoerce attack using Distributed File System Protocol
- Multiple failed login attempts
- Activity from a TOR IP address
- Anomalous SSH login detected
- Azure High Risk User account - Signin
- Brute force attack against Azure Portal
- Identity - Attempts to sign in to disabled accounts
- Network - SSH Potential Brute Force
- A logon from a malicious IP has been detected. [seen multiple times]
- Successful brute force attack
- Failed SSH brute force attack
- Successful SSH brute force attack
- Attempted logon by a potentially harmful application
- Log on from an unusual Azure Data Center
- Log on from an unusual location
- Login from a principal user not seen in 60 days
- Login from a domain not seen in 60 days
- Login from a suspicious IP
- Suspected brute force attack using a valid user
- Suspected brute force attack
- Suspected successful brute force attack
- Logon from an unusual cloud provider
- Logon by an unfamiliar principal

evidence.verdict

target.user.attribute.labels[verdict]

If the evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence) , and if the title log field value contain one of the following values, and if the target.user.attribute.labels log field value is empty, then the evidence.verdict log field is mapped to the target.user.attribute.labels UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.verdict

target.group.attribute.labels [verdict]

If the evidence.@odata.type log field value matches the regular expression pattern (.*)securityGroupEvidence , then the evidence.verdict log field is mapped to the target.group.attribute.labels UDM field.

evidence.verdict

security_result.detection_fields [verdict]

If the evidence.@odata.type log field value matches the regular expression pattern

(.*)(ipEvidence or mailClusterEvidence or analyzedMessageEvidence or registryKeyEvidence or registryValueEvidence or urlEvidence or fileEvidence or processEvidence)

, then the evidence.verdict log field is mapped to the security_result.detection_fields UDM field.

evidence.roles

principal.user.attribute.roles.name

If the evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence) , and if the title log field value does not contain one of the following values, then the evidence.roles log field is mapped to the principal.user.attribute.roles.name UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.roles

target.user.attribute.roles.name

If the evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence) , and if the title log field value contain one of the following values, then the evidence.roles log field is mapped to the target.user.attribute.roles.name UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.roles

principal.asset.attribute.roles.name

If the evidence.@odata.type log field value matches the regular expression pattern (.*)deviceEvidence , then the evidence.roles log field is mapped to the principal.asset.attribute.roles.name UDM field.

evidence.roles

security_result.detection_fields [roles]

If the evidence.@odata.type log field value matches the regular expression pattern

(.*)(ipEvidence or mailClusterEvidence or analyzedMessageEvidence or registryKeyEvidence or registryValueEvidence or urlEvidence or fileEvidence or processEvidence)

, then the evidence.roles log field is mapped to the security_result.detection_fields UDM field.

evidence.roles

target.resource_ancestors.attribute.roles.name

If the evidence.@odata.type log field value matches the regular expression pattern

(.*)(amazonResourceEvidence or azureResourceEvidence or blobContainerEvidence or blobEvidence or googleCloudResourceEvidence or containerEvidence or containerImageEvidence or containerRegistryEvidence or kubernetesClusterEvidence or kubernetesControllerEvidence or kubernetesNamespaceEvidence or kubernetesPodEvidence or kubernetesSecretEvidence or kubernetesServiceAccountEvidence or kubernetesServiceEvidence or oauthApplicationEvidence)

, then The evidence.roles log field is mapped to the target.resource_ancestors.attribute.roles.name UDM field.

evidence.roles

target.group.attribute.roles.name

If the evidence.@odata.type log field value matches the regular expression pattern (.*)securityGroupEvidence , then the evidence.roles log field is mapped to the target.group.attribute.roles.name UDM field.

evidence.createdDateTime

target.resource.attribute.creation_time

If the evidence.@odata.type log field value matches the regular expression pattern (.*)cloudApplicationEvidence , then the evidence.createdDateTime log field is mapped to the target.resource.attribute.creation_time UDM field.

evidence.remediationStatusDetails

target.resource.attribute.labels [remediation_status_details]

If the evidence.@odata.type log field value matches the regular expression pattern (.*)cloudApplicationEvidence , then the evidence.remediationStatusDetails log field is mapped to the target.resource.attribute.labels UDM field.

evidence.remediationStatus

target.resource.attribute.labels [remediation_status]

If the evidence.@odata.type log field value matches the regular expression pattern (.*)cloudApplicationEvidence , then the evidence.remediationStatus log field is mapped to the target.resource.attribute.labels UDM field.

evidence.tags

target.resource.attribute.labels [tags]

If the evidence.@odata.type log field value matches the regular expression pattern (.*)cloudApplicationEvidence , then the evidence.tags log field is mapped to the target.resource.attribute.labels UDM field.

evidence.verdict

target.resource.attribute.labels [verdict]

If the evidence.@odata.type log field value matches the regular expression pattern (.*)cloudApplicationEvidence , then the evidence.verdict log field is mapped to the target.resource.attribute.labels UDM field.

evidence.roles

target.resource.attribute.roles.name

If the evidence.@odata.type log field value matches the regular expression pattern (.*)cloudApplicationEvidence , then the evidence.roles log field is mapped to the target.resource.attribute.roles.name UDM field.

detectorId

security_result.detection_fields[detector_id]

If the detectorId log field value is not equal to null , then the detectorId log field is mapped to the security_result.detection_fields UDM field.

determination

security_result.detection_fields[determination]

If the determination log field value is not equal to null , then the determination log field is mapped to the security_result.detection_fields UDM field.

evidence.@odata.type

evidence.azureAdDeviceId

security_result.detection_fields[azure_ad_device_id]

evidence.deviceDnsName

principal.asset.hostname

If the evidence.@odata.type log field value matches the regular expression pattern .*deviceEvidence , and if the evidence.deviceDnsName log field value is not empty, then the principal.asset.hostname UDM field is mapped to evidence.deviceDnsName .

evidence.hostName

principal.asset.hostname

If the evidence.@odata.type log field value matches the regular expression pattern .*deviceEvidence , and if the evidence.deviceDnsName log field value is empty, then the principal.asset.hostname UDM field is mapped to evidence.hostName .

evidence.deviceDnsName

principal.hostname

If the evidence.@odata.type log field value matches the regular expression pattern .*deviceEvidence , and if the evidence.deviceDnsName log field value is not empty, then the principal.hostname UDM field is mapped to evidence.deviceDnsName .

evidence.hostName

principal.hostname

If the evidence.@odata.type log field value matches the regular expression pattern .*deviceEvidence , and if the evidence.deviceDnsName log field value is empty, then the principal.hostname UDM field is mapped to evidence.hostName .

evidence.firstSeenDateTime

principal.asset.first_seen_time

principal.asset.deployment_status

The principal.asset.deployment_status UDM field is set to one of the following values:

ACTIVE when the following conditions are met:
- The value in the evidence.healthStatus field is active .
- The value in the evidence.@odata.type field value matches the regular expression pattern .*deviceEvidence
DECOMMISSIONED when the following conditions are met:
- The value in the evidence.healthStatus field is inactive .
- The value in the evidence.@odata.type field value matches the regular expression pattern .*deviceEvidence

evidence.healthStatus

principal.asset.attribute.labels[health_status]

evidence.amazonAccountId

target.resource_ancestors.attribute.labels[amazon_account_id]

evidence.amazonResourceId

target.resource_ancestors.product_object_id

evidence.resourceName

target.resource_ancestors.name

evidence.resourceType

target.resource_ancestors.resource_subtype

evidence.cloudResource.amazonAccountId

target.resource_ancestors.attribute.labels[cloud_resource_amazon_account_id]

evidence.cloudResource.amazonResourceId

target.resource_ancestors.attribute.labels[cloud_resource_amazon_resource_id]

evidence.cloudResource.remediationStatus

target.resource_ancestors.attribute.labels[cloud_resource_remediation_status]

evidence.cloudResource.remediationStatusDetails

target.resource_ancestors.attribute.labels[cloud_resource_remediation_status_details]

evidence.cloudResource.roles

target.resource_ancestors.attribute.labels[cloud_resource_roles]

evidence.cloudResource.tags

target.resource_ancestors.attribute.labels[cloud_resource_tags]

evidence.cloudResource.verdict

target.resource_ancestors.attribute.labels[cloud_resource_verdict]

evidence.cluster.cloudResource.amazonAccountId

target.resource_ancestors.attribute.labels[cluster_cloud_resource_amazon_account_id]

evidence.cluster.cloudResource.amazonResourceId

target.resource_ancestors.attribute.labels[cluster_cloud_resource_amazon_resource_id]

evidence.cluster.cloudResource.remediationStatus

target.resource_ancestors.attribute.labels[cluster_cloud_resource_remediation_status]

evidence.cluster.cloudResource.remediationStatusDetails

target.resource_ancestors.attribute.labels[cluster_cloud_resource_remediation_status_details]

evidence.cluster.cloudResource.roles

target.resource_ancestors.attribute.labels[cluster_cloud_resource_roles]

evidence.cluster.cloudResource.tags

target.resource_ancestors.attribute.labels[cluster_cloud_resource_tags]

evidence.cluster.cloudResource.verdict

target.resource_ancestors.attribute.labels[cluster_cloud_resource_verdict]

evidence.namespace.cluster.cloudResource.amazonAccountId

target.resource_ancestors.attribute.labels[namespace_cluster_cloud_resource_amazon_account_id]

evidence.namespace.cluster.cloudResource.amazonResourceId

target.resource_ancestors.attribute.labels[namespace_cluster_cloud_resource_amazon_resource_id]

evidence.namespace.cluster.cloudResource.remediationStatus

target.resource_ancestors.attribute.labels[namespace_cluster_cloud_resource_remediation_status]

evidence.namespace.cluster.cloudResource.remediationStatusDetails

target.resource_ancestors.attribute.labels[namespace_cluster_cloud_resource_remediation_status_details]

evidence.namespace.cluster.cloudResource.resourceName

target.resource_ancestors.attribute.labels[namespace_cluster_cloud_resource_resource_name]

evidence.namespace.cluster.cloudResource.resourceType

target.resource_ancestors.attribute.labels[namespace_cluster_cloud_resource_resource_type]

evidence.namespace.cluster.cloudResource.roles

target.resource_ancestors.attribute.labels[namespace_cluster_cloud_resource_roles]

evidence.namespace.cluster.cloudResource.tags

target.resource_ancestors.attribute.labels[namespace_cluster_cloud_resource_tags]

evidence.namespace.cluster.cloudResource.verdict

target.resource_ancestors.attribute.labels[namespace_cluster_cloud_resource_verdict]

evidence.pod.namespace.cluster.cloudResource.amazonAccountId

target.resource_ancestors.attribute.labels[pod_namespace_cluster_cloud_resource_amazon_account_id]

evidence.pod.namespace.cluster.cloudResource.amazonResourceId

target.resource_ancestors.attribute.labels[pod_namespace_cluster_cloud_resource_amazon_resource_id]

evidence.pod.namespace.cluster.cloudResource.remediationStatus

target.resource_ancestors.attribute.labels[pod_namespace_cluster_cloud_resource_remediation_status]

evidence.pod.namespace.cluster.cloudResource.remediationStatusDetails

target.resource_ancestors.attribute.labels[pod_namespace_cluster_cloud_resource_remediation_status_details]

evidence.pod.namespace.cluster.cloudResource.resourceName

target.resource_ancestors.attribute.labels[pod_namespace_cluster_cloud_resource_resource_name]

evidence.pod.namespace.cluster.cloudResource.resourceType

target.resource_ancestors.attribute.labels[pod_namespace_cluster_cloud_resource_resource_type]

evidence.pod.namespace.cluster.cloudResource.roles

target.resource_ancestors.attribute.labels[pod_namespace_cluster_cloud_resource_roles]

evidence.pod.namespace.cluster.cloudResource.tags

target.resource_ancestors.attribute.labels[pod_namespace_cluster_cloud_resource_tags]

evidence.pod.namespace.cluster.cloudResource.verdict

target.resource_ancestors.attribute.labels[pod_namespace_cluster_cloud_resource_verdict]

evidence.location

target.location.country_or_region

If the evidence.@odata.type log field value matches the regular expression pattern .*googleCloudResourceEvidence , then the evidence.location log field is mapped to the target.location.country_or_region UDM field.

evidence.locationType

target.resource_ancestors.attribute.labels[location_type]

evidence.projectId

target.resource_ancestors.attribute.labels[project_id]

evidence.projectNumber

target.resource_ancestors.attribute.labels[project_number]

evidence.resourceId

target.resource_ancestors.product_object_id

evidence.cloudResource.createdDateTime

target.resource_ancestors.attribute.labels[cloud_resource_created_date_time]

evidence.cloudResource.location

target.resource_ancestors.attribute.labels[cloud_resource_location]

evidence.cloudResource.locationType

target.resource_ancestors.attribute.labels[cloud_resource_location_type]

evidence.cloudResource.projectId

target.resource_ancestors.attribute.labels[cloud_resource_project_id]

evidence.cloudResource.projectNumber

target.resource_ancestors.attribute.labels[cloud_resource_project_number]

evidence.cloudResource.resourceId

target.resource_ancestors.attribute.labels[cloud_resource_resource_id]

evidence.cloudResource.resourceName

target.resource_ancestors.attribute.labels[cloud_resource_resource_name]

evidence.cloudResource.resourceType

target.resource_ancestors.attribute.labels[cloud_resource_resource_type]

evidence.cluster.cloudResource.createdDateTime

target.resource_ancestors.attribute.labels[cluster_cloud_resource_created_date_time]

evidence.cluster.cloudResource.location

target.resource_ancestors.attribute.labels[cluster_cloud_resource_location]

evidence.cluster.cloudResource.locationType

target.resource_ancestors.attribute.labels[cluster_cloud_resource_location_type]

evidence.cluster.cloudResource.projectId

target.resource_ancestors.attribute.labels[cluster_cloud_resource_project_id]

evidence.cluster.cloudResource.projectNumber

target.resource_ancestors.attribute.labels[cluster_cloud_resource_project_number]

evidence.cluster.cloudResource.resourceId

target.resource_ancestors.attribute.labels[cluster_cloud_resource_resource_id]

evidence.cluster.cloudResource.resourceName

target.resource_ancestors.attribute.labels[cluster_cloud_resource_resource_name]

evidence.cluster.cloudResource.resourceType

target.resource_ancestors.attribute.labels[cluster_cloud_resource_resource_type]

evidence.namespace.cluster.cloudResource.createdDateTime

target.resource_ancestors.attribute.labels[namespace_cluster_cloud_resource_created_date_time]

evidence.namespace.cluster.cloudResource.location

target.resource_ancestors.attribute.labels[namespace_cluster_cloud_resource_location]

evidence.namespace.cluster.cloudResource.locationType

target.resource_ancestors.attribute.labels[namespace_cluster_cloud_resource_location_type]

evidence.namespace.cluster.cloudResource.projectId

target.resource_ancestors.attribute.labels[namespace_cluster_cloud_resource_project_id]

evidence.namespace.cluster.cloudResource.projectNumber

target.resource_ancestors.attribute.labels[namespace_cluster_cloud_resource_project_number]

evidence.namespace.cluster.cloudResource.resourceId

target.resource_ancestors.attribute.labels[namespace_cluster_cloud_resource_resource_id]

evidence.pod.namespace.cluster.cloudResource.createdDateTime

target.resource_ancestors.attribute.labels[pod_namespace_cluster_cloud_resource_created_date_time]

evidence.pod.namespace.cluster.cloudResource.location

target.resource_ancestors.attribute.labels[pod_namespace_cluster_cloud_resource_location]

evidence.pod.namespace.cluster.cloudResource.locationType

target.resource_ancestors.attribute.labels[pod_namespace_cluster_cloud_resource_location_type]

evidence.pod.namespace.cluster.cloudResource.projectId

target.resource_ancestors.attribute.labels[pod_namespace_cluster_cloud_resource_project_id]

evidence.pod.namespace.cluster.cloudResource.projectNumber

target.resource_ancestors.attribute.labels[pod_namespace_cluster_cloud_resource_project_number]

evidence.pod.namespace.cluster.cloudResource.resourceId

target.resource_ancestors.attribute.labels[pod_namespace_cluster_cloud_resource_resource_id]

evidence.blobContainer.createdDateTime

target.resource_ancestors.attribute.creation_time

evidence.fileHashes

target.resource_ancestors.attribute.labels [file_hashes]

evidence.blobContainer.name

target.resource_ancestors.name

evidence.blobContainer.remediationStatus

target.resource_ancestors.attribute.labels [blob_container_remediation_status]

evidence.blobContainer.remediationStatusDetails

target.resource_ancestors.attribute.labels [blob_container_remediation_status_details]

evidence.blobContainer.roles

target.resource_ancestors.attribute.labels [blob_container_roles]

evidence.blobContainer.tags

target.resource_ancestors.attribute.labels [blob_container_tags]

evidence.blobContainer.url

target.resource_ancestors.attribute.labels [blob_container_url]

evidence.blobContainer.verdict

target.resource_ancestors.attribute.labels [blob_container_verdict]

target.resource_ancestors.resource_type

If the evidence.@odata.type log field value matches the regular expression pattern .*kubernetesNamespaceEvidence , then the target.resource_ancestors.resource_type UDM field is set to CONTAINER .

evidence.cluster.createdDateTime

target.resource_ancestors.attribute.creation_time

evidence.cluster.distribution

target.resource_ancestors.attribute.labels[cluster_distribution]

evidence.cluster.name

target.resource_ancestors.name

evidence.cluster.platform

target.resource_ancestors.attribute.labels[cluster_platform]

evidence.cluster.remediationStatus

target.resource_ancestors.attribute.labels[cluster_remediation_status]

evidence.cluster.remediationStatusDetails

target.resource_ancestors.attribute.labels[cluster_remediation_status_details]

evidence.cluster.roles

target.resource_ancestors.attribute.roles.name

evidence.cluster.tags

target.resource_ancestors.attribute.labels[cluster_tags]

evidence.cluster.verdict

target.resource_ancestors.attribute.labels[cluster_verdict]

evidence.cluster.version

target.resource_ancestors.attribute.labels[cluster_version]

target.resource_ancestors.resource_type

If the evidence.cluster.name log field value is not empty, then the target.resource_ancestors.resource_type UDM field is set to CLUSTER .

evidence.image.createdDateTime

target.resource_ancestors.attribute.creation_time

evidence.image.digestImage

target.resource_ancestors.attribute.labels [image_digest_image]

evidence.image.imageId

target.resource_ancestors.product_object_id

evidence.image.registry.createdDateTime

target.resource_ancestors.attribute.labels [image_registry_created_date_time]

evidence.image.registry.registry

target.resource_ancestors.attribute.labels [image_registry_registry]

evidence.image.registry.remediationStatus

target.resource_ancestors.attribute.labels [image_registry_remediation_status]

evidence.image.registry.remediationStatusDetails

target.resource_ancestors.attribute.labels [image_registry_remediation_status_details]

evidence.image.registry.roles

target.resource_ancestors.attribute.labels [image_registry_roles]

evidence.image.registry.tags

target.resource_ancestors.attribute.labels [image_registry_tags]

evidence.image.registry.verdict

target.resource_ancestors.attribute.labels [image_registry_verdict]

evidence.image.remediationStatus

target.resource_ancestors.attribute.labels [image_remediation_status]

evidence.image.remediationStatusDetails

target.resource_ancestors.attribute.labels [image_remediation_status_details]

evidence.image.roles

target.resource_ancestors.attribute.labels [image_roles]

evidence.image.tags

target.resource_ancestors.attribute.labels [image_tags]

evidence.image.verdict

target.resource_ancestors.attribute.labels [image_verdict]

target.resource_ancestors.resource_type

If the evidence.@odata.type log field value matches the regular expression pattern .*containerEvidence , then the target.resource_ancestors.resource_type UDM field is set to IMAGE .

evidence.pod.containers.args

target.resource_ancestors.attribute.labels [pod_containers_args]

evidence.pod.containers.command

target.resource_ancestors.attribute.labels [pod_containers_command]

evidence.pod.containers.containerId

target.resource_ancestors.product_object_id

evidence.pod.containers.createdDateTime

target.resource_ancestors.attribute.creation_time

evidence.pod.containers.isPrivileged

target.resource_ancestors.attribute.labels [pod_containers_is_privileged]

evidence.pod.containers.name

target.resource_ancestors.name

evidence.pod.containers.remediationStatus

target.resource_ancestors.attribute.labels [pod_containers_remediation_status]

evidence.pod.containers.remediationStatusDetails

target.resource_ancestors.attribute.labels [pod_containers_remediation_status_details]

evidence.pod.containers.roles

target.resource_ancestors.attribute.labels [pod_containers_roles]

evidence.pod.containers.tags

target.resource_ancestors.attribute.labels [pod_containers_tags]

evidence.pod.containers.verdict

target.resource_ancestors.attribute.labels [pod_containers_verdict]

target.resource_ancestors.resource_type

If the evidence.@odata.type log field value matches the regular expression pattern .*containerEvidence , then the target.resource_ancestors.resource_type UDM field is set to CONTAINER .

evidence.pod.controller.createdDateTime

target.resource_ancestors.attribute.creation_time

evidence.pod.controller.labels

target.resource_ancestors.attribute.labels [pod_controller_labels]

evidence.pod.controller.name

target.resource_ancestors.name

evidence.pod.controller.remediationStatus

target.resource_ancestors.attribute.labels [pod_controller_remediation_status]

evidence.pod.controller.remediationStatusDetails

target.resource_ancestors.attribute.labels [pod_controller_remediation_status_details]

evidence.pod.controller.roles

target.resource_ancestors.attribute.labels [pod_controller_roles]

evidence.pod.controller.tags

target.resource_ancestors.attribute.labels [pod_controller_tags]

evidence.pod.controller.type

target.resource_ancestors.resource_subtype

evidence.pod.controller.verdict

target.resource_ancestors.attribute.labels [pod_controller_verdict]

evidence.pod.createdDateTime

target.resource_ancestors.attribute.creation_time

evidence.pod.name

target.resource_ancestors.name

evidence.pod.remediationStatus

target.resource_ancestors.attribute.labels [pod_remediation_status]

evidence.pod.remediationStatusDetails

target.resource_ancestors.attribute.labels [pod_remediation_status_details]

evidence.pod.roles

target.resource_ancestors.attribute.labels [pod_roles]

evidence.pod.tags

target.resource_ancestors.attribute.labels [pod_tags]

evidence.pod.verdict

target.resource_ancestors.attribute.labels [pod_verdict]

target.resource_ancestors.resource_type

If the evidence.@odata.type log field value matches the regular expression pattern .*containerEvidence , then the target.resource_ancestors.resource_type UDM field is set to POD .

evidence.pod.ephemeralContainers.args

target.resource_ancestors.attribute.labels [pod_ephemeral_containers_args]

evidence.pod.ephemeralContainers.command

target.resource_ancestors.attribute.labels [pod_ephemeral_containers_command]

evidence.pod.ephemeralContainers.containerId

target.resource_ancestors.product_object_id

evidence.pod.ephemeralContainers.createdDateTime

target.resource_ancestors.attribute.creation_time

evidence.pod.ephemeralContainers.isPrivileged

target.resource_ancestors.attribute.labels [pod_ephemeral_containers_is_privileged]

evidence.pod.ephemeralContainers.name

target.resource_ancestors.name

evidence.pod.ephemeralContainers.remediationStatus

target.resource_ancestors.attribute.labels [pod_ephemeral_containers_remediation_status]

evidence.pod.ephemeralContainers.remediationStatusDetails

target.resource_ancestors.attribute.labels [pod_ephemeral_containers_remediation_status_details]

evidence.pod.ephemeralContainers.roles

target.resource_ancestors.attribute.labels [pod_ephemeral_containers_roles]

evidence.pod.ephemeralContainers.tags

target.resource_ancestors.attribute.labels [pod_ephemeral_containers_tags]

evidence.pod.ephemeralContainers.verdict

target.resource_ancestors.attribute.labels [pod_ephemeral_containers_verdict]

target.resource_ancestors.resource_type

If the evidence.@odata.type log field value matches the regular expression pattern .*containerEvidence , then the target.resource_ancestors.resource_type UDM field is set to CONTAINER .

evidence.pod.serviceAccount.createdDateTime

target.resource_ancestors.attribute.creation_time

evidence.pod.serviceAccount.name

target.resource_ancestors.name

evidence.pod.serviceAccount.remediationStatus

target.resource_ancestors.attribute.labels [pod_service_account_remediation_status]

evidence.pod.serviceAccount.remediationStatusDetails

target.resource_ancestors.attribute.labels [pod_service_account_remediation_status_details]

evidence.pod.serviceAccount.roles

target.resource_ancestors.attribute.labels [pod_service_account_roles]

evidence.pod.serviceAccount.tags

target.resource_ancestors.attribute.labels [pod_service_account_tags]

evidence.pod.serviceAccount.verdict

target.resource_ancestors.attribute.labels [pod_service_account_verdict]

target.resource_ancestors.resource_type

If the evidence.@odata.type log field value matches the regular expression pattern .*containerEvidence , and if the evidence.pod.serviceAccount.name log field value is not empty, then the target.resource_ancestors.resource_type UDM field is set to SERVICE_ACCOUNT .

evidence.pod.initContainers.args

target.resource_ancestors.attribute.labels [pod_init_containers_args]

evidence.pod.initContainers.command

target.resource_ancestors.attribute.labels [pod_init_containers_command]

evidence.pod.initContainers.containerId

target.resource_ancestors.product_object_id

evidence.pod.initContainers.createdDateTime

target.resource_ancestors.attribute.creation_time

evidence.pod.initContainers.isPrivileged

target.resource_ancestors.attribute.labels [pod_init_containers_is_privileged]

evidence.pod.initContainers.name

target.resource_ancestors.name

evidence.pod.initContainers.remediationStatus

target.resource_ancestors.attribute.labels [pod_init_containers_remediation_status]

evidence.pod.initContainers.remediationStatusDetails

target.resource_ancestors.attribute.labels [pod_init_containers_remediation_status_details]

evidence.pod.initContainers.roles

target.resource_ancestors.attribute.labels [pod_init_containers_roles]

evidence.pod.initContainers.tags

target.resource_ancestors.attribute.labels [pod_init_containers_tags]

evidence.pod.initContainers.verdict

target.resource_ancestors.attribute.labels [pod_init_containers_verdict]

target.resource_ancestors.resource_type

If the evidence.@odata.type log field value matches the regular expression pattern .*containerEvidence , then the target.resource_ancestors.resource_type UDM field is set to CONTAINER .

evidence.containers.args

target.resource_ancestors.attribute.labels [containers_args]

evidence.containers.command

target.resource_ancestors.attribute.labels [containers_command]

evidence.containers.containerId

target.resource_ancestors.product_object_id

evidence.containers.createdDateTime

target.resource_ancestors.attribute.creation_time

evidence.containers.isPrivileged

target.resource_ancestors.attribute.labels [containers_is_privileged]

evidence.containers.name

target.resource_ancestors.name

evidence.containers.remediationStatus

target.resource_ancestors.attribute.labels [containers_remediation_status]

evidence.containers.remediationStatusDetails

target.resource_ancestors.attribute.labels [containers_remediation_status_details]

evidence.containers.roles

target.resource_ancestors.attribute.labels [containers_roles]

evidence.containers.tags

target.resource_ancestors.attribute.labels [containers_tags]

evidence.containers.verdict

target.resource_ancestors.attribute.labels [containers_verdict]

target.resource_ancestors.resource_type

evidence.controller.createdDateTime

target.resource_ancestors.attribute.creation_time

evidence.controller.name

target.resource_ancestors.name

evidence.controller.remediationStatus

target.resource_ancestors.attribute.labels [controller_remediation_status]

evidence.controller.remediationStatusDetails

target.resource_ancestors.attribute.labels [controller_remediation_status_details]

evidence.controller.roles

target.resource_ancestors.attribute.labels [controller_roles]

evidence.controller.tags

target.resource_ancestors.attribute.labels [controller_tags]

evidence.controller.type

target.resource_ancestors.resource_subtype

evidence.controller.verdict

target.resource_ancestors.attribute.labels [controller_verdict]

evidence.initContainers.args

target.resource_ancestors.attribute.labels [init_containers_args]

evidence.initContainers.command

target.resource_ancestors.attribute.labels [init_containers_command]

evidence.initContainers.containerId

target.resource_ancestors.product_object_id

evidence.initContainers.createdDateTime

target.resource_ancestors.attribute.creation_time

evidence.initContainers.isPrivileged

target.resource_ancestors.attribute.labels [init_containers_is_privileged]

evidence.initContainers.name

target.resource_ancestors.name

evidence.initContainers.remediationStatus

target.resource_ancestors.attribute.labels [init_containers_remediation_status]

evidence.initContainers.remediationStatusDetails

target.resource_ancestors.attribute.labels [init_containers_remediation_status_details]

evidence.initContainers.roles

target.resource_ancestors.attribute.labels [init_containers_roles]

evidence.initContainers.tags

target.resource_ancestors.attribute.labels [init_containers_tags]

evidence.initContainers.verdict

target.resource_ancestors.attribute.labels [init_containers_verdict]

target.resource_ancestors.resource_type

evidence.ephemeralContainers.args

target.resource_ancestors.attribute.labels [ephemeral_containers_args]

evidence.ephemeralContainers.command

target.resource_ancestors.attribute.labels [ephemeral_containers_command]

evidence.ephemeralContainers.containerId

target.resource_ancestors.product_object_id

evidence.ephemeralContainers.createdDateTime

target.resource_ancestors.attribute.creation_time

evidence.ephemeralContainers.isPrivileged

target.resource_ancestors.attribute.labels [ephemeral_containers_is_privileged]

evidence.ephemeralContainers.name

target.resource_ancestors.name

evidence.ephemeralContainers.remediationStatus

target.resource_ancestors.attribute.labels [ephemeral_containers_remediation_status]

evidence.ephemeralContainers.remediationStatusDetails

target.resource_ancestors.attribute.labels [ephemeral_containers_remediation_status_details]

evidence.ephemeralContainers.roles

target.resource_ancestors.attribute.labels [ephemeral_containers_roles]

evidence.ephemeralContainers.tags

target.resource_ancestors.attribute.labels [ephemeral_containers_tags]

evidence.ephemeralContainers.verdict

target.resource_ancestors.attribute.labels [ephemeral_containers_verdict]

target.resource_ancestors.resource_type

evidence.podIp.countryLetterCode

target.resource_ancestors.attribute.labels [podip_country_letter_code]

evidence.podIp.ipAddress

target.resource_ancestors.attribute.labels [podip_ip_address]

evidence.serviceAccount.createdDateTime

target.resource_ancestors.attribute.creation_time

evidence.serviceAccount.name

target.resource_ancestors.name

evidence.serviceAccount.remediationStatus

target.resource_ancestors.attribute.labels [service_account_remediation_status]

evidence.serviceAccount.remediationStatusDetails

target.resource_ancestors.attribute.labels [service_account_remediation_status_details]

evidence.serviceAccount.roles

target.resource_ancestors.attribute.labels [service_account_roles]

evidence.serviceAccount.tags

target.resource_ancestors.attribute.labels [service_account_tags]

evidence.serviceAccount.verdict

target.resource_ancestors.attribute.labels [service_account_verdict]

target.resource_ancestors.resource_type

If the evi.@odata.type log field value matches the regular expression pattern (.*)(kubernetesNamespaceEvidence or kubernetesPodEvidence) , then the target.resource_ancestors.resource_type UDM field is set to SERVICE_ACCOUNT .

network.direction

If the evidence.antiSpamDirection log field value matches the regular expression pattern (?i)(inbound) , then the network.direction UDM field is set to INBOUND .

Else, If the evidence.antiSpamDirection log field value matches the regular expression pattern (?i)(outbound) , then the network.direction UDM field is set to OUTBOUND .

evidence.appId

target.application

If the index log field value is equal to 1 , then the evidence.appId log field is mapped to the target.application UDM field.

evidence.appId

target.resource_ancestors.attribute.labels[app_id]

If the evidence.@odata.type log field value matches the regular expression pattern (.*oauthApplicationEvidence or .*cloudApplicationEvidence) , then the evidence.appId log field is mapped to the target.resource_ancestors.attribute.labels UDM field.

evidence.args

target.resource_ancestors.attribute.labels[args]

evidence.attachmentsCount

security_result.detection_fields[attachments_count]

evidence.clusterBy

security_result.detection_fields[cluster_by]

evidence.clusterByValue

security_result.detection_fields[cluster_by_value]

evidence.clusterIP.countryLetterCode

about.location.country_or_region

If the evidence.@odata.type log field value matches the regular expression pattern .*kubernetesServiceEvidence , then the evidence.clusterIP.countryLetterCode log field is mapped to the about.location.country_or_region UDM field.

evidence.clusterIP.ipAddress

about.ip

evidence.command

target.resource_ancestors.attribute.labels[command]

evidence.containerId

target.resource_ancestors.attribute.labels[container_id]

evidence.countryLetterCode

principal.location.country_or_region

The protoPayload.metadata.event.eventName.parameter.value is mapped to principal.location.country_or_region when the following conditions are met:
- The value in the evidence.@odata.type field matches the regular expression pattern .*ipEvidence
- The value in the principal.location.country_or_region field is empty .
The protoPayload.metadata.event.eventName.parameter.value is mapped to about.location.country_or_region when the following conditions are met:
- The value in the evidence.@odata.type field matches the regular expression pattern .*ipEvidence
- The value in the principal.location.country_or_region field is not empty .

evidence.defenderAvStatus

security_result.detection_fields [defender_av_status]

evidence.deliveryAction

security_result.detection_fields [delivery_action]

evidence.deliveryLocation

security_result.detection_fields [delivery_location]

evidence.detectionStatus

security_result.detection_fields[detection_status]

evidence.displayName

target.application

If the evidence.@odata.type log field value matches the regular expression pattern (.*oauthApplicationEvidence or .*cloudApplicationEvidence) , then the evidence.displayName log field is mapped to the target.application UDM field.

evidence.displayName

target.group.group_display_name

If the evidence.@odata.type log field value matches the regular expression pattern .*securityGroupEvidence , then the evidence.displayName log field is mapped to the target.group.group_display_name UDM field.

evidence.displayName

principal.user.attribute.labels[display_name]

If the evidence.@odata.type log field value matches the regular expression pattern .*mailboxEvidence , and if the title log field value does not contain one of the following values, then the evidence.displayName log field is mapped to the principal.user.attribute.labels UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.displayName

target.user.attribute.labels[display_name]

If the evidence.@odata.type log field value matches the regular expression pattern .*mailboxEvidence , and if the title log field value contain one of the following values, then the evidence.displayName log field is mapped to the target.user.attribute.labels UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.distribution

target.resource_ancestors.attribute.labels[distribution]

evidence.emailCount

security_result.detection_fields [email_count]

evidence.externalIPs.countryLetterCode

about.location.country_or_region

evidence.externalIPs.ipAddress

about.ip

evidence.fileDetails.fileName

target.file.names

evidence.fileDetails.filePath

target.file.full_path

evidence.fileDetails.filePublisher

security_result.detection_fields [file_details_file_publisher]

If the evidence.@odata.type log field value matches the regular expression pattern .*fileEvidence , then the evidence.fileDetails.filePublisher log field is mapped to the security_result.detection_fields UDM field.

evidence.fileDetails.fileSize

target.file.size

evidence.fileDetails.issuer

security_result.detection_fields [file_details_issuer]

evidence.fileDetails.sha1

target.file.sha1

evidence.fileDetails.sha256

target.file.sha256

evidence.fileDetails.signer

security_result.detection_fields [file_details_signer]

evidence.imageFile.fileName

target.process.file.names

If the evidence.@odata.type log field value matches the regular expression pattern .*processEvidence , then the evidence.imageFile.fileName log field is mapped to the target.process.file.names UDM field.

evidence.imageFile.filePath

target.process.file.full_path

If the evidence.@odata.type log field value matches the regular expression pattern .*processEvidence , then the evidence.imageFile.filePath log field is mapped to the target.process.file.full_path UDM field.

evidence.imageFile.filePublisher

security_result.detection_fields [image_file_file_publisher]

If the evidence.@odata.type log field value matches the regular expression pattern .*processEvidence , then the evidence.imageFile.filePublisher log field is mapped to the security_result.detection_fields UDM field.

evidence.imageFile.fileSize

target.process.file.size

If the evidence.@odata.type log field value matches the regular expression pattern .*processEvidence , then the evidence.imageFile.fileSize log field is mapped to the target.process.file.size UDM field.

evidence.imageFile.issuer

security_result.detection_fields[image_file_issuer]

evidence.imageFile.sha1

target.process.file.sha1

If the evidence.@odata.type log field value matches the regular expression pattern .*processEvidence , then the evidence.imageFile.sha1 log field is mapped to the target.process.file.sha1 UDM field.

evidence.imageFile.sha256

target.process.file.sha256

If the evidence.@odata.type log field value matches the regular expression pattern .*processEvidence , then the evidence.imageFile.sha256 log field is mapped to the target.process.file.sha256 UDM field.

evidence.imageFile.signer

security_result.detection_fields [image_file_signer]

evidence.instanceId

target.resource.product_object_id

evidence.instanceName

target.resource.name

evidence.internetMessageId

principal.network.email.mail_id

evidence.ipAddress

principal.ip

If the evidence.@odata.type log field value matches the regular expression pattern (.*ipEvidence) , then the evidence.ipAddress log field is mapped to the principal.ip UDM field.

evidence.ipInterfaces

principal.asset.attribute.labels[ip_interfaces]

evidence.isPrivileged

target.resource_ancestors.attribute.labels[is_privileged]

evidence.language

security_result.detection_fields[language]

evidence.location.city

principal.location.city

evidence.location.countryName

principal.location.name

evidence.location.latitude

principal.location.region_coordinates.latitude

evidence.location.longitude

principal.location.region_coordinates.longitude

evidence.location.state

principal.location.state

evidence.loggedOnUsers.accountName

target.user.userid

evidence.loggedOnUsers.domainName

principal.domain.name

evidence.mdeDeviceId

principal.asset.asset_id

evidence.mdeDeviceId

principal.asset_id

security_result.associations.type

If the evidence.@odata.type log field value matches the regular expression pattern (.*malwareEvidence) , then the security_result.associations.type UDM field is set to MALWARE .

evidence.name

security_result.associations.name

If the evidence.@odata.type log field value matches the regular expression pattern (.*malwareEvidence) , then the evidence.name log field is mapped to the security_result.associations.name UDM field.

evidence.name

target.resource_ancestors.name

evidence.namespace.cluster.createdDateTime

target.resource_ancestors.attribute.labels[namespace_cluster_created_date_time]

evidence.namespace.cluster.distribution

target.resource_ancestors.attribute.labels[namespace_cluster_distribution]

evidence.namespace.cluster.name

target.resource_ancestors.attribute.labels[namespace_cluster_name]

evidence.namespace.cluster.platform

target.resource_ancestors.attribute.labels[namespace_cluster_platform]

evidence.namespace.cluster.remediationStatus

target.resource_ancestors.attribute.labels[namespace_cluster_remediation_status]

evidence.namespace.cluster.remediationStatusDetails

target.resource_ancestors.attribute.labels[namespace_cluster_remediation_status_details]

evidence.namespace.cluster.roles

target.resource_ancestors.attribute.labels[namespace_cluster_roles]

evidence.namespace.cluster.tags

target.resource_ancestors.attribute.labels[namespace_cluster_tags]

evidence.namespace.cluster.verdict

target.resource_ancestors.attribute.labels[namespace_cluster_verdict]

evidence.namespace.cluster.version

target.resource_ancestors.attribute.labels[namespace_cluster_version]

evidence.namespace.createdDateTime

target.resource_ancestors.attribute.labels[namespace_created_date_time]

evidence.namespace.name

target.resource_ancestors.attribute.labels[namespace_name]

evidence.namespace.remediationStatus

target.resource_ancestors.attribute.labels[namespace_remediation_status]

evidence.namespace.remediationStatusDetails

target.resource_ancestors.attribute.labels[namespace_remediation_status_details]

evidence.namespace.roles

target.resource_ancestors.attribute.labels[namespace_roles]

evidence.namespace.tags

target.resource_ancestors.attribute.labels[namespace_tags]

evidence.namespace.verdict

target.resource_ancestors.attribute.labels[namespace_verdict]

evidence.networkMessageId

security_result.detection_fields[network_message_id]

evidence.networkMessageIds

security_result.detection_fields[network_message_ids]

evidence.objectId

target.resource.product_object_id

If the evidence.@odata.type log field value matches the regular expression pattern (.*oauthApplicationEvidence or .*cloudApplicationEvidence) , then the evidence.objectId log field is mapped to the target.resource.product_object_id UDM field.

evidence.onboardingStatus

principal.asset.attribute.labels [onboarding_status]

If the evidence.@odata.type log field value matches the regular expression pattern .*deviceEvidence , then the evidence.onboardingStatus log field is mapped to the principal.asset.attribute.labels UDM field.

evidence.osBuild

principal.asset.platform_software.platform_patch_level

If the evidence.@odata.type log field value matches the regular expression pattern .*deviceEvidence , then the evidence.osBuild log field is mapped to the principal.asset.platform_software.platform_patch_level UDM field.

evidence.osBuild

principal.platform_patch_level

principal.platform

The principal.platform UDM field is set to one of the following values:

WINDOWS when the following conditions are met:
- The value in the evidence.@odata.type field matches the regular expression pattern .*deviceEvidence
- The value in the evidence.osPlatform field matches the regular expression pattern (?i)win
MAC when the following conditions are met:
- The value in the evidence.@odata.type field matches the regular expression pattern .*deviceEvidence
- The value in the evidence.osPlatform field matches the regular expression pattern (?i)mac
LINUX when the following conditions are met:
- The value in the evidence.@odata.type field matches the regular expression pattern .*deviceEvidence
- The value in the evidence.osPlatform field matches the regular expression pattern (?i)lin
ANDROID when the following conditions are met:
- The value in the evidence.@odata.type field matches the regular expression pattern .*deviceEvidence
- The value in the evidence.osPlatform field matches the regular expression pattern (?i)android
IOS when the following conditions are met:
- The value in the evidence.@odata.type field matches the regular expression pattern .*deviceEvidence
- The value in the evidence.osPlatform field matches the regular expression pattern (?i)ios

principal.asset.platform_software.platform

The principal.asset.platform_software.platform UDM field is set to one of the following values:

WINDOWS when the following conditions are met:
- The value in the evidence.@odata.type field matches the regular expression pattern .*deviceEvidence
- The value in the evidence.osPlatform field matches the regular expression pattern (?i)win
MAC when the following conditions are met:
- The value in the evidence.@odata.type field matches the regular expression pattern .*deviceEvidence
- The value in the evidence.osPlatform field matches the regular expression pattern (?i)mac
LINUX when the following conditions are met:
- The value in the evidence.@odata.type field matches the regular expression pattern .*deviceEvidence
- The value in the evidence.osPlatform field matches the regular expression pattern (?i)lin
ANDROID when the following conditions are met:
- The value in the evidence.@odata.type field matches the regular expression pattern .*deviceEvidence
- The value in the evidence.osPlatform field matches the regular expression pattern (?i)android
IOS when the following conditions are met:
- The value in the evidence.@odata.type field matches the regular expression pattern .*deviceEvidence
- The value in the evidence.osPlatform field matches the regular expression pattern (?i)ios

evidence.osPlatform

principal.asset.attribute.labels[os_platform]

evidence.p1Sender.displayName

security_result.about.user.user_display_name

If the evidence.p2Sender.displayName log field value does not match the regular expression pattern ^.+@.+$ , then the evidence.p1Sender.displayName log field is mapped to the security_result.about.user.user_display_name UDM field.

evidence.p1Sender.displayName

security_result.about.user.email_addresses

evidence.p1Sender.domainName

security_result.about.domain.name

evidence.p1Sender.emailAddress

security_result.about.network.email.from

evidence.p2Sender.displayName

security_result.about.user.user_display_name

If the evidence.p2Sender.displayName log field value does not match the regular expression pattern ^.+@.+$ , then the evidence.p2Sender.displayName log field is mapped to the security_result.about.user.user_display_name UDM field.

evidence.p2Sender.displayName

security_result.about.user.email_addresses

evidence.p2Sender.domainName

security_result.about.domain.name

evidence.p2Sender.emailAddress

security_result.about.network.email.from

evidence.parentProcessCreationDateTime

security_result.detection_fields[parent_process_creation_date_time]

If the evidence.@odata.type log field value matches the regular expression pattern .*processEvidence , then the evidence.parentProcessCreationDateTime log field is mapped to the security_result.detection_fields UDM field.

evidence.parentProcessId

target.process.parent_process.pid

If the evidence.@odata.type log field value matches the regular expression pattern .*processEvidence , then the evidence.parentProcessId log field is mapped to the target.process.parent_process.pid UDM field.

evidence.parentProcessImageFile.fileName

target.process.parent_process.file.names

If the evidence.@odata.type log field value matches the regular expression pattern .*processEvidence , then the evidence.parentProcessImageFile.fileName log field is mapped to the target.process.parent_process.file.names UDM field.

evidence.parentProcessImageFile.filePath

target.process.parent_process.file.full_path

If the evidence.@odata.type log field value matches the regular expression pattern .*processEvidence , then the evidence.parentProcessImageFile.filePath log field is mapped to the target.process.parent_process.file.full_path UDM field.

evidence.parentProcessImageFile.filePublisher

security_result.detection_fields [parent_process_image_file_file_publisher]

evidence.parentProcessImageFile.fileSize

target.process.parent_process.file.size

If the evidence.@odata.type log field value matches the regular expression pattern .*processEvidence , then the evidence.parentProcessImageFile.fileSize log field is mapped to the target.process.parent_process.file.size UDM field.

evidence.parentProcessImageFile.issuer

security_result.detection_fields [parent_process_image_file_issuer]

evidence.parentProcessImageFile.sha1

target.process.parent_process.file.sha1

evidence.parentProcessImageFile.sha256

target.process.parent_process.file.sha256

evidence.parentProcessImageFile.signer

security_result.detection_fields [parent_process_image_file_signer]

evidence.platform

target.resource_ancestors.attribute.labels [platform]

evidence.pod.namespace.cluster.createdDateTime

target.resource_ancestors.attribute.labels[pod_namespace_cluster_created_date_time]

evidence.pod.namespace.cluster.distribution

target.resource_ancestors.attribute.labels[pod_namespace_cluster_distribution]

evidence.pod.namespace.cluster.name

target.resource_ancestors.attribute.labels[pod_namespace_cluster_name]

evidence.pod.namespace.cluster.platform

target.resource_ancestors.attribute.labels[pod_namespace_cluster_platform]

evidence.pod.namespace.cluster.remediationStatus

target.resource_ancestors.attribute.labels[pod_namespace_cluster_remediation_status]

evidence.pod.namespace.cluster.remediationStatusDetails

target.resource_ancestors.attribute.labels[pod_namespace_cluster_remediation_status_details]

evidence.pod.namespace.cluster.roles

target.resource_ancestors.attribute.labels[pod_namespace_cluster_roles]

evidence.pod.namespace.cluster.tags

target.resource_ancestors.attribute.labels[pod_namespace_cluster_tags]

evidence.pod.namespace.cluster.verdict

target.resource_ancestors.attribute.labels[pod_namespace_cluster_verdict]

evidence.pod.namespace.cluster.version

target.resource_ancestors.attribute.labels[pod_namespace_cluster_version]

evidence.pod.namespace.createdDateTime

target.resource_ancestors.attribute.labels[pod_namespace_created_date_time]

evidence.pod.namespace.name

target.resource_ancestors.attribute.labels[pod_namespace_name]

evidence.pod.namespace.remediationStatus

target.resource_ancestors.attribute.labels[pod_namespace_remediation_status]

evidence.pod.namespace.remediationStatusDetails

target.resource_ancestors.attribute.labels[pod_namespace_remediation_status_details]

evidence.pod.namespace.roles

target.resource_ancestors.attribute.labels[pod_namespace_roles]

evidence.pod.namespace.tags

target.resource_ancestors.attribute.labels[pod_namespace_tags]

evidence.pod.namespace.verdict

target.resource_ancestors.attribute.labels[pod_namespace_verdict]

evidence.pod.podIp.countryLetterCode

target.resource_ancestors.attribute.labels [pod_pod_ip_country_letter_code]

evidence.pod.podIp.ipAddress

target.resource_ancestors.attribute.labels [pod_pod_ip_ip_address]

evidence.primaryAddress

principal.user.email_addresses

If the evidence.primaryAddress log field value matches the regular expression pattern ^.+@.+$ , and if the title log field value does not contain one of the following values, then the evidence.primaryAddress log field is mapped to the principal.user.email_addresses UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.primaryAddress

target.user.email_addresses

If the evidence.primaryAddress log field value matches the regular expression pattern ^.+@.+$ , and if the title log field value contain one of the following values, then the evidence.primaryAddress log field is mapped to the target.user.email_addresses UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.primaryAddress

principal.user.attribute.labels[primary_address]

If the evidence.primaryAddress log field value does not match the regular expression pattern ^.+@.+$ , and if the title log field value does not contain one of the following values, then the evidence.primaryAddress log field is mapped to the principal.user.attribute.labels UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.primaryAddress

target.user.attribute.labels[primary_address]

If the evidence.primaryAddress log field value does not match the regular expression pattern ^.+@.+$ , and if the title log field value contain one of the following values, then the evidence.primaryAddress log field is mapped to the target.user.attribute.labels UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.processCommandLine

target.process.command_line

evidence.processCreationDateTime

security_result.detection_fields [process_creation_date_time]

evidence.processId

target.process.pid

The evidence.processId is mapped to target.process.pid when the following conditions are met:
- The value in the evidence.@odata.type field value matches the regular expression pattern .*processEvidence
- The value in the target.process.pid field value is empty .
The evidence.processId is mapped to about.process.pid when the following conditions are met:
- The value in the evidence.@odata.type field value matches the regular expression pattern .*processEvidence
- The value in the target.process.pid field value is not empty .

evidence.publisher

target.resource_ancestors.attribute.labels[publisher]

evidence.query

security_result.detection_fields[query]

evidence.rbacGroupId

security_result.detection_fields[rbac_group_id]

evidence.rbacGroupName

security_result.detection_fields[rbac_group_name]

evidence.receivedDateTime

security_result.detection_fields[received_date_time]

evidence.recipientEmailAddress

principal.network.email.to

evidence.registry.createdDateTime

target.resource_ancestors.attribute.labels[registry_created_date_time]

evidence.registry.registry

target.resource_ancestors.attribute.labels[registry_registry]

evidence.registry.remediationStatus

target.resource_ancestors.attribute.labels[registry_remediation_status]

evidence.registry.remediationStatusDetails

target.resource_ancestors.attribute.labels[registry_remediation_status_details]

evidence.registry.roles

target.resource_ancestors.attribute.labels[registry_roles]

evidence.registry.tags

target.resource_ancestors.attribute.labels[registry_tags]

evidence.registry.verdict

target.resource_ancestors.attribute.labels[registry_verdict]

evidence.registry

target.resource_ancestors.attribute.labels[registry]

evidence.registryHive

security_result.detection_fields[registry_hive]

evidence.registryKey

target.registry.registry_key

evidence.registryValue

target.registry.registry_value_data

evidence.registryValueName

target.registry.registry_value_name

evidence.registryValueType

security_result.detection_fields [registry_value_type]

evidence.remediationStatus

target.group.attribute.labels[remediation_status]

If the evidence.@odata.type log field value matches the regular expression pattern .*securityGroupEvidence , then the evidence.remediationStatus log field is mapped to the target.group.attribute.labels UDM field.

evidence.remediationStatus

target.resource_ancestors.attribute.labels[remediation_status]

evidence.remediationStatusDetails

target.group.attribute.labels[remediation_status_details]

If the evidence.@odata.type log field value matches the regular expression pattern .*securityGroupEvidence , then the evidence.remediationStatusDetails log field is mapped to the target.group.attribute.labels UDM field.

evidence.remediationStatusDetails

target.resource_ancestors.attribute.labels[remediation_status_details]

evidence.riskScore

security_result.detection_fields[risk_score]

evidence.saasAppId

target.resource.attribute.labels[saas_app_id]

evidence.secretType

target.resource_ancestors.attribute.labels[secret_type]

evidence.securityGroupId

target.group.product_object_id

If the evidence.@odata.type log field value matches the regular expression pattern .*securityGroupEvidence , then the evidence.securityGroupId log field is mapped to the target.group.product_object_id UDM field.

evidence.senderIp

principal.ip

evidence.servicePorts.appProtocol

about.security_result.detection_fields [service_ports_app_protocol]

evidence.servicePorts.name

about.security_result.detection_fields [service_ports_name]

evidence.servicePorts.nodePort

about.security_result.detection_fields [service_ports_node_port]

evidence.servicePorts.port

about.port

evidence.servicePorts.protocol

about.network.ip_protocol

evidence.servicePorts.targetPort

about.security_result.detection_fields [service_ports_target_port]

evidence.serviceType

target.resource_ancestors.attribute.labels[service_type]

evidence.storageResource.createdDateTime

target.resource_ancestors.attribute.labels[storage_resource_created_date_time]

evidence.storageResource.detailedRoles

target.resource_ancestors.attribute.labels[storage_resource_detailed_roles]

evidence.storageResource.remediationStatus

target.resource_ancestors.attribute.labels[storage_resource_remediation_status]

evidence.storageResource.remediationStatusDetails

target.resource_ancestors.attribute.labels[storage_resource_remediation_status_details]

evidence.storageResource.resourceId

target.resource_ancestors.attribute.labels[storage_resource_resource_id]

evidence.storageResource.resourceName

target.resource_ancestors.attribute.labels[storage_resource_resource_name]

evidence.storageResource.resourceType

target.resource_ancestors.attribute.labels[storage_resource_resource_type]

evidence.storageResource.roles

target.resource_ancestors.attribute.labels[storage_resource_roles]

evidence.storageResource.tags

target.resource_ancestors.attribute.labels[storage_resource_tags]

evidence.storageResource.verdict

target.resource_ancestors.attribute.labels[storage_resource_verdict]

evidence.subject

principal.network.email.subject

evidence.threatDetectionMethods

security_result.detection_fields[threat_detection_methods]

evidence.threats

security_result.detection_fields[threats]

evidence.type

security_result.detection_fields[type]

evidence.url

target.url

If the evidence.@odata.type log field value matches the regular expression pattern .*urlEvidence , then the evidence.url log field is mapped to the target.url UDM field.

evidence.url

target.resource_ancestors.attribute.labels[url]

If the evidence.@odata.type log field value matches the regular expression pattern .*blobContainerEvidence , then the evidence.url log field is mapped to the target.resource_ancestors.attribute.labels UDM field.

evidence.urlCount

security_result.detection_fields[url_count]

evidence.urls

security_result.detection_fields[urls]

evidence.urn

security_result.detection_fields[urn]

evidence.userAccount.accountName

principal.user.userid

If the evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence) , and if the title log field value does not contain one of the following values, then the evidence.userAccount.accountName log field is mapped to the principal.user.userid UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.userAccount.accountName

target.user.userid

If the evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence) , and if the title log field value contain one of the following values, then the evidence.userAccount.accountName log field is mapped to the target.user.userid UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.userAccount.azureAdUserId

principal.user.product_object_id

If the title log field value does not contain one of the following values, then the evidence.userAccount.azureAdUserId log field is mapped to the principal.user.product_object_id UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.userAccount.azureAdUserId

target.user.product_object_id

If the evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence) , and if the title log field value contain one of the following values, then the evidence.userAccount.azureAdUserId log field is mapped to the target.user.product_object_id UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.userAccount.displayName

principal.user.user_display_name

If the evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence) , and if the title log field value does not contain one of the following values, then the evidence.userAccount.displayName log field is mapped to the principal.user.user_display_name UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.userAccount.displayName

target.user.user_display_name

If the evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence) , and if the title log field value contain one of the following values, then the evidence.userAccount.displayName log field is mapped to the target.user.user_display_name UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.userAccount.domainName

principal.administrative_domain

If the evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence) , and if the title log field value does not contain one of the following values, then the evidence.userAccount.domainName log field is mapped to the principal.administrative_domain UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.userAccount.domainName

target.administrative_domain

If the evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence) , and if the title log field value contain one of the following values, then the evidence.userAccount.domainName log field is mapped to the target.administrative_domain UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.userAccount.userPrincipalName

principal.user.email_addresses

If the evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence) , and if the title log field value does not contain one of the following values, then the evidence.userAccount.userPrincipalName log field is mapped to the principal.user.email_addresses UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.userAccount.userPrincipalName

target.user.email_addresses

If the evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence) , and if the title log field value contain one of the following values, then the evidence.userAccount.userPrincipalName log field is mapped to the target.user.email_addresses UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.userAccount.userSid

principal.user.windows_sid

If the evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence) , and if the title log field value does not contain one of the following values, then the evidence.userAccount.userSid log field is mapped to the principal.user.windows_sid UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.userAccount.userSid

target.user.windows_sid

If the evidence.@odata.type log field value matches the regular expression pattern (.*)(userEvidence or mailboxEvidence) , and if the title log field value contain one of the following values, then the evidence.userAccount.userSid log field is mapped to the target.user.windows_sid UDM field.

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

evidence.version

principal.asset.platform_software.platform_version

If the evidence.@odata.type log field value matches the regular expression pattern .*deviceEvidence , then the evidence.osPlatform , evidence.version , evidence.osBuild log field is mapped to the principal.asset.platform_software.platform_version UDM field.

evidence.version

principal.platform_version

evidence.version

target.resource_ancestors.attribute.labels[version]

evidence.vmMetadata.cloudProvider

principal.asset.attribute.labels[vm_metadata_cloud_provider]

evidence.vmMetadata.resourceId

principal.asset.product_object_id

evidence.vmMetadata.subscriptionId

principal.asset.attribute.labels[vm_metadata_subscription_id]

evidence.vmMetadata.vmId

principal.asset.attribute.labels[vm_metadata_vm_id]

firstActivityDateTime

security_result.first_discovered_time

id

metadata.product_log_id

incidentId

security_result.detection_fields[incident_id]

incidentWebUrl

security_result.url_back_to_product

lastActivityDateTime

security_result.last_discovered_time

lastUpdateDateTime

security_result.last_updated_time

mitreTechniques

security_result.attack_details.techniques.id

mitreTechniques

security_result.attack_details.techniques.name

productName

metadata.product_name

providerAlertId

additional.fields[provider_alert_id]

recommendedActions

security_result.action_details

resolvedDateTime

security_result.detection_fields[resolved_date_time]

If the resolvedDateTime log field value is not equal to null , then the resolvedDateTime log field is mapped to the security_result.detection_fields UDM field.

serviceSource

additional.fields[service_source]

severity

security_result.severity

status

security_result.detection_fields[status]

systemTags

security_result.detection_fields[system_tags]

The systemTags log field is mapped to the security_result.detection_fields UDM field.

tenantId

metadata.product_deployment_id

threatDisplayName

security_result.threat_name

If the threatDisplayName log field value is not equal to null , then the threatDisplayName log field is mapped to the security_result.threat_name UDM field.

threatFamilyName

security_result.threat_feed_name

If the threatFamilyName log field value is not equal to null , then the threatFamilyName log field is mapped to the security_result.threat_feed_name UDM field.

title

security_result.rule_name

target.resource_ancestors.resource_type

If the evidence.@odata.type log field value matches the regular expression pattern .*blobEvidence , then the target.resource_ancestors.resource_type UDM field is set to STORAGE_OBJECT .

evidence.blobContainer.storageResource.createdDateTime

target.resource_ancestors.attribute.creation_time

evidence.blobContainer.storageResource.remediationStatus

target.resource_ancestors.attribute.labels [pod_storage_resource_remediation_status]

evidence.blobContainer.storageResource.remediationStatusDetails

target.resource_ancestors.attribute.labels [pod_storage_resource_remediation_status_details]

evidence.blobContainer.storageResource.resourceId

target.resource_ancestors.product_object_id

evidence.blobContainer.storageResource.resourceName

target.resource_ancestors.name

evidence.blobContainer.storageResource.resourceType

target.resource_ancestors.resource_subtype

evidence.blobContainer.storageResource.verdict

target.resource_ancestors.attribute.labels [pod_storage_resource_verdict]

evidence.category

security_result.detection_fields[category]

evidence.destinationPort

target.port

evidence.etag

target.resource_ancestors.attribute.labels[etag]

evidence.files.createdDateTime

security_result.detection_fields [files_created_date_time]

evidence.files.detectionStatus

security_result.detection_fields [files_detection_status]

evidence.files.fileDetails.fileName

target.file.names

evidence.files.fileDetails.filePath

target.file.full_path

evidence.files.fileDetails.filePublisher

security_result.detection_fields [files_file_details_file_publisher]

evidence.files.fileDetails.fileSize

target.file.size

evidence.files.fileDetails.issuer

security_result.detection_fields [files_file_details_issuer]

evidence.files.fileDetails.sha1

target.file.sha1

evidence.files.fileDetails.sha256

target.file.sha256

evidence.files.fileDetails.signer

security_result.detection_fields [files_file_details_signer]

evidence.files.mdeDeviceId

security_result.detection_fields [files_mde_device_id]

evidence.files.remediationStatus

security_result.detection_fields [files_remediation_status]

evidence.files.remediationStatusDetails

security_result.detection_fields [files_remediation_status_details]

evidence.files.verdict

security_result.detection_fields [files_verdict]

evidence.fullResourceName

target.resource_ancestors.attribute.labels[full_resource_name]

evidence.imageId

target.resource_ancestors.attribute.labels[image_id]

evidence.protocol

network.ip_protocol

evidence.sourceAddress.countryLetterCode

security_result.detection_fields[source_address_country_letter_code]

evidence.sourceAddress.createdDateTime

security_result.detection_fields[source_address_created_date_time]

evidence.sourceAddress.ipAddress

security_result.about.ip

evidence.sourceAddress.location.city

security_result.about.location.city

evidence.sourceAddress.location.countryName

security_result.about.location.name

evidence.sourceAddress.location.latitude

security_result.about.location.region_coordinates.latitude

evidence.sourceAddress.location.longitude

security_result.about.location.region_coordinates.longitude

evidence.sourceAddress.location.state

security_result.about.location.state

evidence.sourceAddress.remediationStatus

security_result.detection_fields[source_address_remediation_status]

evidence.sourceAddress.remediationStatusDetails

security_result.detection_fields[source_address_remediation_status_details]

evidence.sourceAddress.stream

security_result.detection_fields[source_address_stream]

evidence.sourceAddress.verdict

security_result.detection_fields[source_address_verdict]

evidence.sourcePort

principal.port

evidence.stream.name

target.resource.attribute.labels[stream_name]

evidence.algorithm

security_result.detection_fields[algorithm]

evidence.value

security_result.detection_fields[value]

evidence.lastExternalIpAddress

principal.asset.attribute.labels[last_external_ip_address]

security_result.action

If the title log field value matches the regular expression pattern

(malware was blocked or Unsanctioned cloud app access was blocked or Activity from an anonymous proxy or Network - NT - Possible Ursnif/Gozi Phish or Network - SSH Potential Brute Force or Multiple failed login attempts or Brute force attack against Azure Portal or Block download based on real-time content inspection)

, then the security_result.action UDM field is set to BLOCK .

Else, If the title log field value matches the regular expression pattern (Failed SSH brute force attack) , then the security_result.action UDM field is set to FAIL .

Else, If the title log field value contain one of the following values, then the security_result.action UDM field is set to ALLOW .

Mass delete
Multiple delete VM activities

metadata.vendor_name

The metadata.vendor_name UDM field is set to Microsoft .

principal.hostname

The src_host field is extracted from description log field using the Grok pattern and the src_host extracted field is mapped to the principal.hostname UDM field.

principal.asset.hostname

The src_host field is extracted from description log field using the Grok pattern and the src_host extracted field is mapped to the principal.asset.hostname UDM field.

extensions.auth.type

If the title log field value contain one of the following values, then the extensions.auth.type UDM field is set to AUTHTYPE_UNSPECIFIED .

Malware linked IP address
Unfamiliar sign-in properties
Malicious IP address
Anonymous IP address
Verified threat actor IP
Suspected Brute Force attack (LDAP)
Suspected Brute Force attack (Kerberos, NTLM)
Abnormal Active Directory Federation Services (AD FS) authentication using a suspicious certificate
Suspected DFSCoerce attack using Distributed File System Protocol
Multiple failed login attempts
Activity from a TOR IP address
Anomalous SSH login detected
Azure High Risk User account - Signin
Brute force attack against Azure Portal
Identity - Attempts to sign in to disabled accounts
Network - SSH Potential Brute Force
A logon from a malicious IP has been detected. [seen multiple times]
Successful brute force attack
Failed SSH brute force attack
Successful SSH brute force attack
Attempted logon by a potentially harmful application
Log on from an unusual Azure Data Center
Log on from an unusual location
Login from a principal user not seen in 60 days
Login from a domain not seen in 60 days
Login from a suspicious IP
Suspected brute force attack using a valid user
Suspected brute force attack
Suspected successful brute force attack
Logon from an unusual cloud provider
Logon by an unfamiliar principal

network.application_protocol

If the title log field value is equal to Network - Rare RDP Connections , then the network.application_protocol UDM field is set to RDP .

security_result.alert_state

The security_result.alert_state UDM field is set to ALERTING .

security_result.attack_details.tactics.name

If the title log field value contain one of the following values, then the security_result.attack_details.techniques.id UDM field is set to T1530 and T1567 values and the security_result.attack_details.tactics.name UDM field is set to Exfiltration .

Mass download by a single user
Mass delete
Mass share
Data exfiltration to an app that is not sanctioned

Else, If the title log field value contain one of the following values, then the security_result.attack_details.techniques.id UDM field is set to T1078 .

Activity by terminated user
Suspicious administrative activity
UserAccessAdministrator-Flag

Else, If the title log field value contain one of the following values, then the security_result.attack_details.techniques.id UDM field is set to T1090 .

Activity from a Tor IP address
Activity from infrequent country
Impossible travel activity
Login from unfriendly country

Else, If the title log field value contain one of the following values, then the security_result.attack_details.techniques.id UDM field is set to T1098 .

Add user to GitHub repo
OAuth Application granted Sharepoint Sites.ReadWrite.All exessive permission
Role added or removed from a User
Unusual addition of credentials to an OAuth app

Else, If the title log field value contain one of the following values, then the security_result.attack_details.techniques.id UDM field is set to T1589 .

IR - Multiple failed user log on attempts to an app within 2 minutes
Multiple failed login attempts
Multiple failed user logon attempts to a service

Else, If the title log field value is equal to Failed login for admin account , then the security_result.attack_details.techniques.id UDM field is set to T1589 and the security_result.attack_details.techniques.id UDM field is set to T1110 and the security_result.attack_details.tactics.name UDM field is set to CredentialAccess .

Else, If the title log field value is equal to New risky app , then the security_result.attack_details.techniques.id UDM field is set to T1199 .

Else, If the title log field value is equal to Creation of forwarding/redirect rule , then the security_result.attack_details.techniques.id UDM field is set to T1137 .

If the mitre_technique_data.id log field value contain one of the following values, then the security_result.attack_details.tactics.name UDM field is set to Reconnaissance .

T1595
T1592
T1589
T1590
T1591
T1598
T1597
T1596
T1593
T1594

If the mitre_technique_data.id log field value contain one of the following values, then the security_result.attack_details.tactics.name UDM field is set to ResourceDevelopment .

T1583
T1586
T1584
T1587
T1585
T1588

If the mitre_technique_data.id log field value contain one of the following values, then the security_result.attack_details.tactics.name UDM field is set to InitialAccess .

T1189
T1190
T1133
T1200
T1566
T1091
T1195
T1199
T1078

If the mitre_technique_data.id log field value contain one of the following values, then the security_result.attack_details.tactics.name UDM field is set to Execution .

T1059
T1203
T1559
T1106
T1053
T1129
T1072
T1569
T1204
T1047

If the mitre_technique_data.id log field value contain one of the following values, then the security_result.attack_details.tactics.name UDM field is set to Persistence .

T1098
T1197
T1547
T1037
T1176
T1554
T1136
T1543
T1546
T1133
T1574
T1525
T1137
T1542
T1053
T1505
T1205
T1078

If the mitre_technique_data.id log field value contain one of the following values, then the security_result.attack_details.tactics.name UDM field is set to PrivilegeEscalation .

T1548
T1134
T1547
T1037
T1543
T1484
T1546
T1068
T1574
T1055
T1053
T1078

If the mitre_technique_data.id log field value contain one of the following values, then the security_result.attack_details.tactics.name UDM field is set to DefenseEvasion .

T1548
T1134
T1197
T1140
T1006
T1484
T1480
T1211
T1222
T1564
T1574
T1562
T1070
T1202
T1036
T1556
T1578
T1112
T1601
T1599
T1027
T1542
T1055
T1207
T1014
T1218
T1216
T1553
T1221
T1205
T1127
T1535
T1550
T1078
T1497
T1600
T1220

If the mitre_technique_data.id log field value contain one of the following values, then the security_result.attack_details.tactics.name UDM field is set to CredentialAccess .

T1110
T1555
T1212
T1187
T1606
T1056
T1557
T1556
T1040
T1003
T1528
T1558
T1539
T1111
T1552

If the mitre_technique_data.id log field value contain one of the following values, then the security_result.attack_details.tactics.name UDM field is set to Discovery .

T1087
T1010
T1217
T1580
T1538
T1526
T1482
T1083
T1046
T1135
T1040
T1201
T1120
T1069
T1057
T1012
T1018
T1518
T1082
T1016
T1049
T1033
T1007
T1124
T1497

If the mitre_technique_data.id log field value contain one of the following values, then the security_result.attack_details.tactics.name UDM field is set to LateralMovement .

T1210
T1534
T1570
T1563
T1021
T1091
T1072
T1080
T1550

If the mitre_technique_data.id log field value contain one of the following values, then the security_result.attack_details.tactics.name UDM field is set to Collection .

T1560
T1123
T1119
T1115
T1530
T1602
T1213
T1005
T1039
T1025
T1074
T1114
T1056
T1185
T1557
T1113
T1125

If the mitre_technique_data.id log field value contain one of the following values, then the security_result.attack_details.tactics.name UDM field is set to CommandAndControl .

T1071
T1092
T1132
T1001
T1568
T1573
T1008
T1105
T1104
T1095
T1571
T1572
T1090
T1219
T1205
T1102

If the mitre_technique_data.id log field value contain one of the following values, then the security_result.attack_details.tactics.name UDM field is set to Exfiltration .

T1020
T1030
T1048
T1041
T1011
T1052
T1567
T1029
T1537

If the mitre_technique_data.id log field value contain one of the following values, then the security_result.attack_details.tactics.name UDM field is set to Impact .

T1531
T1485
T1486
T1565
T1491
T1561
T1499
T1495
T1490
T1498
T1496
T1489
T1529

What's next

Data ingestion to Google SecOps

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