GitLab - Personal Access Tokens creation over time

// l_min_tokens_created - minimum tokens created per repository per user per day to consider
let l_min_tokens_created = 0;
let interval = 1d;
GitLabAudit
| where TargetType == "PersonalAccessToken"
| project Severity, TimeGenerated = bin(todatetime(EventTime),1d), AuthorName, IPAddress, Repository = EntityName, Action, TargetType
| summarize total = count() by Repository, TimeGenerated, AuthorName
| where total >= l_min_tokens_created

queryPeriod: 1d
version: 1.0.0
relevantTechniques:
- T1213
queryFrequency: 1h
kind: Scheduled
name: GitLab - Personal Access Tokens creation over time
id: 4d6d8b0e-6d9a-4857-a141-f5d89393cddb
entityMappings:
- fieldMappings:
  - columnName: AuthorName
    identifier: FullName
  entityType: Account
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/GitLab/Analytic Rules/GitLab_PAT_Repo.yaml
severity: Medium
query: |
  // l_min_tokens_created - minimum tokens created per repository per user per day to consider
  let l_min_tokens_created = 0;
  let interval = 1d;
  GitLabAudit
  | where TargetType == "PersonalAccessToken"
  | project Severity, TimeGenerated = bin(todatetime(EventTime),1d), AuthorName, IPAddress, Repository = EntityName, Action, TargetType
  | summarize total = count() by Repository, TimeGenerated, AuthorName
  | where total >= l_min_tokens_created  
tactics:
- Collection
description: |
  'This queries GitLab Audit Logs for access tokens. Attacker can exfiltrate data from you GitLab repository after gaining access to it by generating or hijacking access tokens. 
  This hunting queries allows you to track the personal access tokens creation for each of your repositories. 
  The visualization allow you to quickly identify anomalies/excessive creation, to further investigate repo access & permissions.'  
requiredDataConnectors:
- connectorId: Syslog
  dataTypes:
  - Syslog
status: Available
triggerThreshold: 0
triggerOperator: gt

{
  "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
  "contentVersion": "1.0.0.0",
  "parameters": {
    "workspace": {
      "type": "String"
    }
  },
  "resources": [
    {
      "id": "[concat(resourceId('Microsoft.OperationalInsights/workspaces/providers', parameters('workspace'), 'Microsoft.SecurityInsights'),'/alertRules/4d6d8b0e-6d9a-4857-a141-f5d89393cddb')]",
      "name": "[concat(parameters('workspace'),'/Microsoft.SecurityInsights/4d6d8b0e-6d9a-4857-a141-f5d89393cddb')]",
      "type": "Microsoft.OperationalInsights/workspaces/providers/alertRules",
      "kind": "Scheduled",
      "apiVersion": "2022-11-01",
      "properties": {
        "displayName": "GitLab - Personal Access Tokens creation over time",
        "description": "'This queries GitLab Audit Logs for access tokens. Attacker can exfiltrate data from you GitLab repository after gaining access to it by generating or hijacking access tokens. \nThis hunting queries allows you to track the personal access tokens creation for each of your repositories. \nThe visualization allow you to quickly identify anomalies/excessive creation, to further investigate repo access & permissions.'\n",
        "severity": "Medium",
        "enabled": true,
        "query": "// l_min_tokens_created - minimum tokens created per repository per user per day to consider\nlet l_min_tokens_created = 0;\nlet interval = 1d;\nGitLabAudit\n| where TargetType == \"PersonalAccessToken\"\n| project Severity, TimeGenerated = bin(todatetime(EventTime),1d), AuthorName, IPAddress, Repository = EntityName, Action, TargetType\n| summarize total = count() by Repository, TimeGenerated, AuthorName\n| where total >= l_min_tokens_created\n",
        "queryFrequency": "PT1H",
        "queryPeriod": "P1D",
        "triggerOperator": "GreaterThan",
        "triggerThreshold": 0,
        "suppressionDuration": "PT1H",
        "suppressionEnabled": false,
        "tactics": [
          "Collection"
        ],
        "techniques": [
          "T1213"
        ],
        "alertRuleTemplateName": "4d6d8b0e-6d9a-4857-a141-f5d89393cddb",
        "customDetails": null,
        "entityMappings": [
          {
            "fieldMappings": [
              {
                "identifier": "FullName",
                "columnName": "AuthorName"
              }
            ],
            "entityType": "Account"
          }
        ],
        "OriginalUri": "https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/GitLab/Analytic Rules/GitLab_PAT_Repo.yaml",
        "status": "Available",
        "templateVersion": "1.0.0"
      }
    }
  ]
}