Azure DevOps Pipeline Created and Deleted on the Same Day

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Id	17f23fbe-bb73-4324-8ecf-a18545a5dc26
Rulename	Azure DevOps Pipeline Created and Deleted on the Same Day
Description	An attacker with access to Azure DevOps could create a pipeline to inject artifacts used by other pipelines, or to create a malicious software build that looks legitimate by using a pipeline that incorporates legitimate elements. An attacker would also likely want to cover their tracks once conducting such activity. This query looks for Pipelines created and deleted within the same day, this is unlikely to be legitimate user activity in the majority of cases.
Severity	Medium
Tactics	Execution
Techniques	T1072
Kind	Scheduled
Query frequency	3d
Query period	3d
Trigger threshold	0
Trigger operator	gt
Source Uri	https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AzureDevOpsAuditing/Analytic Rules/AzDOPipelineCreatedDeletedOneDay.yaml
Version	1.0.3
Arm template	17f23fbe-bb73-4324-8ecf-a18545a5dc26.json

KQL

let timeframe = 3d;
// Get Release Pipeline Creation Events and group by day
AzureDevOpsAuditing
| where TimeGenerated > ago(timeframe)
| where OperationName =~ "Release.ReleasePipelineCreated"
// Group by day
| extend timekey = bin(TimeGenerated, 1d)
| extend PipelineId = tostring(Data.PipelineId)
| extend PipelineName = tostring(Data.PipelineName)
// Rename some columns to make output clearer
| project-rename TimeCreated = TimeGenerated, CreatingUser = ActorUPN, CreatingUserAgent = UserAgent, CreatingIP = IpAddress
// Join with Release Pipeline Deletions where Pipeline ID is the same and deletion occurred on same day as creation
| join (AzureDevOpsAuditing
| where TimeGenerated > ago(timeframe)
| where OperationName =~ "Release.ReleasePipelineDeleted"
// Group by day
| extend timekey = bin(TimeGenerated, 1d)
| extend PipelineId = tostring(Data.PipelineId)
| extend PipelineName = tostring(Data.PipelineName)
// Rename some things to make the output clearer
| project-rename TimeDeleted = TimeGenerated,DeletingUser = ActorUPN, DeletingUserAgent = UserAgent, DeletingIP = IpAddress) on PipelineId, timekey
| project TimeCreated, TimeDeleted, PipelineName, PipelineId, CreatingUser, CreatingIP, CreatingUserAgent, DeletingUser, DeletingIP, DeletingUserAgent, ScopeDisplayName, ProjectName, Data, OperationName, OperationName1
| extend timestamp = TimeCreated
| extend CreatingUserAccountName = tostring(split(CreatingUser, "@")[0]), CreatingUserAccountUPNSuffix = tostring(split(CreatingUser, "@")[1])
| extend DeletingUserAccountName = tostring(split(DeletingUser, "@")[0]), DeletingUserAccountUPNSuffix = tostring(split(DeletingUser, "@")[1])

YAML

relevantTechniques:
- T1072
queryPeriod: 3d
tactics:
- Execution
requiredDataConnectors: []
triggerThreshold: 0
entityMappings:
- fieldMappings:
  - identifier: FullName
    columnName: CreatingUser
  - identifier: Name
    columnName: CreatingUserAccountName
  - identifier: UPNSuffix
    columnName: CreatingUserAccountUPNSuffix
  entityType: Account
- fieldMappings:
  - identifier: FullName
    columnName: DeletingUser
  - identifier: Name
    columnName: DeletingUserAccountName
  - identifier: UPNSuffix
    columnName: DeletingUserAccountUPNSuffix
  entityType: Account
- fieldMappings:
  - identifier: Address
    columnName: CreatingIP
  entityType: IP
- fieldMappings:
  - identifier: Address
    columnName: DeletingIP
  entityType: IP
name: Azure DevOps Pipeline Created and Deleted on the Same Day
status: Available
query: |
  let timeframe = 3d;
  // Get Release Pipeline Creation Events and group by day
  AzureDevOpsAuditing
  | where TimeGenerated > ago(timeframe)
  | where OperationName =~ "Release.ReleasePipelineCreated"
  // Group by day
  | extend timekey = bin(TimeGenerated, 1d)
  | extend PipelineId = tostring(Data.PipelineId)
  | extend PipelineName = tostring(Data.PipelineName)
  // Rename some columns to make output clearer
  | project-rename TimeCreated = TimeGenerated, CreatingUser = ActorUPN, CreatingUserAgent = UserAgent, CreatingIP = IpAddress
  // Join with Release Pipeline Deletions where Pipeline ID is the same and deletion occurred on same day as creation
  | join (AzureDevOpsAuditing
  | where TimeGenerated > ago(timeframe)
  | where OperationName =~ "Release.ReleasePipelineDeleted"
  // Group by day
  | extend timekey = bin(TimeGenerated, 1d)
  | extend PipelineId = tostring(Data.PipelineId)
  | extend PipelineName = tostring(Data.PipelineName)
  // Rename some things to make the output clearer
  | project-rename TimeDeleted = TimeGenerated,DeletingUser = ActorUPN, DeletingUserAgent = UserAgent, DeletingIP = IpAddress) on PipelineId, timekey
  | project TimeCreated, TimeDeleted, PipelineName, PipelineId, CreatingUser, CreatingIP, CreatingUserAgent, DeletingUser, DeletingIP, DeletingUserAgent, ScopeDisplayName, ProjectName, Data, OperationName, OperationName1
  | extend timestamp = TimeCreated
  | extend CreatingUserAccountName = tostring(split(CreatingUser, "@")[0]), CreatingUserAccountUPNSuffix = tostring(split(CreatingUser, "@")[1])
  | extend DeletingUserAccountName = tostring(split(DeletingUser, "@")[0]), DeletingUserAccountUPNSuffix = tostring(split(DeletingUser, "@")[1])  
queryFrequency: 3d
id: 17f23fbe-bb73-4324-8ecf-a18545a5dc26
severity: Medium
description: |
  'An attacker with access to Azure DevOps could create a pipeline to inject artifacts used by other pipelines, or to create a malicious software build that looks legitimate by using a pipeline that incorporates legitimate elements. 
  An attacker would also likely want to cover their tracks once conducting such activity. This query looks for Pipelines created and deleted within the same day, this is unlikely to be legitimate user activity in the majority of cases.'  
version: 1.0.3
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AzureDevOpsAuditing/Analytic Rules/AzDOPipelineCreatedDeletedOneDay.yaml
kind: Scheduled
triggerOperator: gt

ARM

{
  "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
  "contentVersion": "1.0.0.0",
  "parameters": {
    "workspace": {
      "type": "String"
    }
  },
  "resources": [
    {
      "apiVersion": "2023-02-01-preview",
      "id": "[concat(resourceId('Microsoft.OperationalInsights/workspaces/providers', parameters('workspace'), 'Microsoft.SecurityInsights'),'/alertRules/17f23fbe-bb73-4324-8ecf-a18545a5dc26')]",
      "kind": "Scheduled",
      "name": "[concat(parameters('workspace'),'/Microsoft.SecurityInsights/17f23fbe-bb73-4324-8ecf-a18545a5dc26')]",
      "properties": {
        "alertRuleTemplateName": "17f23fbe-bb73-4324-8ecf-a18545a5dc26",
        "customDetails": null,
        "description": "'An attacker with access to Azure DevOps could create a pipeline to inject artifacts used by other pipelines, or to create a malicious software build that looks legitimate by using a pipeline that incorporates legitimate elements. \nAn attacker would also likely want to cover their tracks once conducting such activity. This query looks for Pipelines created and deleted within the same day, this is unlikely to be legitimate user activity in the majority of cases.'\n",
        "displayName": "Azure DevOps Pipeline Created and Deleted on the Same Day",
        "enabled": true,
        "entityMappings": [
          {
            "entityType": "Account",
            "fieldMappings": [
              {
                "columnName": "CreatingUser",
                "identifier": "FullName"
              },
              {
                "columnName": "CreatingUserAccountName",
                "identifier": "Name"
              },
              {
                "columnName": "CreatingUserAccountUPNSuffix",
                "identifier": "UPNSuffix"
              }
            ]
          },
          {
            "entityType": "Account",
            "fieldMappings": [
              {
                "columnName": "DeletingUser",
                "identifier": "FullName"
              },
              {
                "columnName": "DeletingUserAccountName",
                "identifier": "Name"
              },
              {
                "columnName": "DeletingUserAccountUPNSuffix",
                "identifier": "UPNSuffix"
              }
            ]
          },
          {
            "entityType": "IP",
            "fieldMappings": [
              {
                "columnName": "CreatingIP",
                "identifier": "Address"
              }
            ]
          },
          {
            "entityType": "IP",
            "fieldMappings": [
              {
                "columnName": "DeletingIP",
                "identifier": "Address"
              }
            ]
          }
        ],
        "OriginalUri": "https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AzureDevOpsAuditing/Analytic Rules/AzDOPipelineCreatedDeletedOneDay.yaml",
        "query": "let timeframe = 3d;\n// Get Release Pipeline Creation Events and group by day\nAzureDevOpsAuditing\n| where TimeGenerated > ago(timeframe)\n| where OperationName =~ \"Release.ReleasePipelineCreated\"\n// Group by day\n| extend timekey = bin(TimeGenerated, 1d)\n| extend PipelineId = tostring(Data.PipelineId)\n| extend PipelineName = tostring(Data.PipelineName)\n// Rename some columns to make output clearer\n| project-rename TimeCreated = TimeGenerated, CreatingUser = ActorUPN, CreatingUserAgent = UserAgent, CreatingIP = IpAddress\n// Join with Release Pipeline Deletions where Pipeline ID is the same and deletion occurred on same day as creation\n| join (AzureDevOpsAuditing\n| where TimeGenerated > ago(timeframe)\n| where OperationName =~ \"Release.ReleasePipelineDeleted\"\n// Group by day\n| extend timekey = bin(TimeGenerated, 1d)\n| extend PipelineId = tostring(Data.PipelineId)\n| extend PipelineName = tostring(Data.PipelineName)\n// Rename some things to make the output clearer\n| project-rename TimeDeleted = TimeGenerated,DeletingUser = ActorUPN, DeletingUserAgent = UserAgent, DeletingIP = IpAddress) on PipelineId, timekey\n| project TimeCreated, TimeDeleted, PipelineName, PipelineId, CreatingUser, CreatingIP, CreatingUserAgent, DeletingUser, DeletingIP, DeletingUserAgent, ScopeDisplayName, ProjectName, Data, OperationName, OperationName1\n| extend timestamp = TimeCreated\n| extend CreatingUserAccountName = tostring(split(CreatingUser, \"@\")[0]), CreatingUserAccountUPNSuffix = tostring(split(CreatingUser, \"@\")[1])\n| extend DeletingUserAccountName = tostring(split(DeletingUser, \"@\")[0]), DeletingUserAccountUPNSuffix = tostring(split(DeletingUser, \"@\")[1])\n",
        "queryFrequency": "P3D",
        "queryPeriod": "P3D",
        "severity": "Medium",
        "status": "Available",
        "suppressionDuration": "PT1H",
        "suppressionEnabled": false,
        "tactics": [
          "Execution"
        ],
        "techniques": [
          "T1072"
        ],
        "templateVersion": "1.0.3",
        "triggerOperator": "GreaterThan",
        "triggerThreshold": 0
      },
      "type": "Microsoft.OperationalInsights/workspaces/providers/alertRules"
    }
  ]
}