Azure AD Successful PowerShell Authentication

Original Source: [splunk source]
Name:Azure AD Successful PowerShell Authentication
id:62f10052-d7b3-4e48-b57b-56f8e3ac7ceb
version:8
date:2025-02-10
author:Mauricio Velazco, Gowthamaraj Rajendran, Splunk
status:production
type:TTP
Description:The following analytic identifies a successful authentication event against an Azure AD tenant using PowerShell cmdlets. This detection leverages Azure AD SignInLogs to identify successful logins where the appDisplayName is "Microsoft Azure PowerShell." This activity is significant because it is uncommon for regular, non-administrative users to authenticate using PowerShell, and it may indicate enumeration and discovery techniques by an attacker. If confirmed malicious, this activity could allow attackers to perform extensive reconnaissance, potentially leading to privilege escalation or further exploitation within the Azure environment.
Data_source:
  • -Azure Active Directory
search:`azure_monitor_aad` category=SignInLogs properties.authenticationDetails{}.succeeded=true properties.appDisplayName="Microsoft Azure PowerShell"
| rename properties.* as *
| rename userAgent as user_agent
| fillnull
| stats count min(_time) as firstTime max(_time) as lastTime by dest user src vendor_account vendor_product user_agent signature
| `security_content_ctime(firstTime)`
| `security_content_ctime(lastTime)`
| `azure_ad_successful_powershell_authentication_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 Active Directory events into your Splunk environment through an EventHub. This analytic was written to be used with the azure:monitor:aad sourcetype leveraging the Signin log category.
known_false_positives:Administrative users will likely use PowerShell commandlets to troubleshoot and maintain the environment. Filter as needed.
References:
  -https://attack.mitre.org/techniques/T1078/004/
  -https://docs.microsoft.com/en-us/powershell/module/azuread/connect-azuread?view=azureadps-2.0
  -https://securitycafe.ro/2022/04/29/pentesting-azure-recon-techniques/
  -https://github.com/swisskyrepo/PayloadsAllTheThings/blob/master/Methodology%20and%20Resources/Cloud%20-%20Azure%20Pentest.md
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 Account Takeover'
  asset_type:Azure Active Directory
  mitre_attack_id:
    - 'T1078.004'
    - 'T1586.003'
  product:
    - 'Splunk Enterprise'
    - 'Splunk Enterprise Security'
    - 'Splunk Cloud'
  security_domain:identity

tests:
name:'True Positive Test'
 attack_data:
  data: https://media.githubusercontent.com/media/splunk/attack_data/master/datasets/attack_techniques/T1078.004/azuread_pws/azure-audit.log
  source: Azure AD
  sourcetype: azure:monitor:aad
manual_test:None