Azure Automation Runbook Created

Original Source: [splunk source]
Name:Azure Automation Runbook Created
id:178d696d-6dc6-4ee8-9d25-93fee34eaf5b
version:5
date:2024-09-30
author:Mauricio Velazco, Splunk
status:production
type:TTP
Description:The following analytic detects the creation of a new Azure Automation Runbook within an Azure tenant. It leverages Azure Audit events, specifically the Azure Activity log category, to identify when a new Runbook is created or updated. This activity is significant because adversaries with privileged access can use Runbooks to maintain persistence, escalate privileges, or execute malicious code. If confirmed malicious, this could lead to unauthorized actions such as creating Global Administrators, executing code on VMs, and compromising the entire Azure environment.
Data_source:
  • -Azure Audit Create or Update an Azure Automation Runbook
search:`azure_audit` operationName.localizedValue="Create or Update an Azure Automation Runbook" object!=AzureAutomationTutorial* status.value=Succeeded
| dedup object
| rename claims.ipaddr as src_ip
| rename caller as user
| stats count min(_time) as firstTime max(_time) as lastTime by object user, src_ip, resourceGroupName, object_path
| `security_content_ctime(firstTime)`
| `security_content_ctime(lastTime)`
| `azure_automation_runbook_created_filter`


how_to_implement:You must install the latest version of Splunk Add-on for Microsoft Cloud Services from Splunkbase (https://splunkbase.splunk.com/app/3110/#/details). You must be ingesting Azure Audit events into your Splunk environment. Specifically, this analytic leverages the Azure Activity log category.
known_false_positives:Administrators may legitimately create Azure Automation Runbooks. Filter as needed.
References:
  -https://docs.microsoft.com/en-us/azure/automation/overview
  -https://docs.microsoft.com/en-us/azure/automation/automation-runbook-types
  -https://docs.microsoft.com/en-us/azure/automation/manage-runbooks
  -https://www.inversecos.com/2021/12/how-to-detect-malicious-azure.html
  -https://www.netspi.com/blog/technical/cloud-penetration-testing/maintaining-azure-persistence-via-automation-accounts/
  -https://microsoft.github.io/Azure-Threat-Research-Matrix/Persistence/AZT503/AZT503-3/
  -https://attack.mitre.org/techniques/T1136/003/
drilldown_searches:
name:'View the detection results for - "$user$"'
search:'%original_detection_search% | search user = "$user$"'
earliest_offset:'$info_min_time$'
latest_offset:'$info_max_time$'
name:'View risk events for the last 7 days for - "$user$"'
search:'| from datamodel Risk.All_Risk | search normalized_risk_object IN ("$user$") starthoursago=168 | stats count min(_time) as firstTime max(_time) as lastTime values(search_name) as "Search Name" values(risk_message) as "Risk Message" values(analyticstories) as "Analytic Stories" values(annotations._all) as "Annotations" values(annotations.mitre_attack.mitre_tactic) as "ATT&CK Tactics" by normalized_risk_object | `security_content_ctime(firstTime)` | `security_content_ctime(lastTime)`'
earliest_offset:'$info_min_time$'
latest_offset:'$info_max_time$'
tags:
  analytic_story:
    - 'Azure Active Directory Persistence'
  asset_type:Azure Tenant
  confidence:90
  impact:70
  message:A new Azure Automation Runbook $object$ was created by $user$
  mitre_attack_id:
    - 'T1136'
    - 'T1136.003'
  observable:
    name:'user'
    type:'User'
    - role:
      - 'Victim'
  product:
    - 'Splunk Enterprise'
    - 'Splunk Enterprise Security'
    - 'Splunk Cloud'
  required_fields:
    - '_time'
    - 'operationName.localizedValue'
    - 'status.value'
    - 'object'
    - 'caller'
    - 'claims.ipaddr'
    - 'resourceGroupName'
    - 'object_path'
  risk_score:63
  security_domain:audit

tests:
name:'True Positive Test'
 attack_data:
  data: https://media.githubusercontent.com/media/splunk/attack_data/master/datasets/attack_techniques/T1078.004/azure_automation_runbook/azure-activity.log
  source: mscs:azure:audit
  sourcetype: mscs:azure:audit
  update_timestamp: True
manual_test:None

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