Account Created And Deleted By Non Approved Users
Detects accounts that are created or deleted by non-approved users.
Placeholder test cloud_audit - Azure Audit Logs · Azure - mediumMark Morowczynski '@markmorow', MikeDuddington, '@dudders1' 2022-08-11 2023-12-15 c98184ba-4a27-4e10-b7b7-da48e71f4d25
1 Account Created And Deleted Within A Close Time Frame
Detects when an account was created and deleted in a short period of time.
Generic test cloud_audit - Azure Audit Logs · Azure - highMark Morowczynski '@markmorow', MikeDuddington, '@dudders1', Tim Shelton 2022-08-11 2022-08-18 6f583da0-3a90-4566-a4ed-83c09fe18bbf
1 Account Tampering - Suspicious Failed Logon Reasons
This method uses uncommon error codes on failed logons to determine suspicious activity and tampering with accounts that have been disabled or somehow restricted.
Generic test authentication windows WinEventLog Security - mediumFlorian Roth (Nextron Systems) 2017-02-19 2025-10-17 9eb99343-d336-4020-a3cd-67f3819e68ee
2 Activity From Anonymous IP Address
Identifies that users were active from an IP address that has been identified as an anonymous proxy IP address.
Generic test - - Azure Risk Detection · Azure - highMark Morowczynski '@markmorow', Gloria Lee, '@gleeiamglo' 2023-09-03 — be4d9c86-d702-4030-b52e-c7859110e5e8
2 Application Using Device Code Authentication Flow
Device code flow is an OAuth 2.0 protocol flow specifically for input constrained devices and is not used in all environments. (...)
Generic test authentication - Azure Sign-in Logs · Azure - mediumMark Morowczynski '@markmorow', Bailey Bercik '@baileybercik' 2022-06-01 — 248649b7-d64f-46f0-9fb2-a52774166fb5
1 Applications That Are Using ROPC Authentication Flow
Resource owner password credentials (ROPC) should be avoided if at all possible as this requires the user to expose their current password credentials to the application directly. (...)
Generic test authentication - Azure Sign-in Logs · Azure - mediumMark Morowczynski '@markmorow', Bailey Bercik '@baileybercik' 2022-06-01 — 55695bc0-c8cf-461f-a379-2535f563c854
1 Splunk
ASL AWS SAML Update identity provider
The following analytic detects updates to the SAML provider in AWS. (...)
Generic stable cloud_audit - AWS CloudTrail · AWS - mediumPatrick Bareiss, Splunk 2022-10-04 2026-05-13 635c26cc-0fd1-4098-8ec9-824bf9544b11
4 Atypical Travel
Identifies two sign-ins originating from geographically distant locations, where at least one of the locations may also be atypical for the user, given past behavior.
Generic test - - Azure Risk Detection · Azure - highMark Morowczynski '@markmorow', Gloria Lee, '@gleeiamglo' 2023-09-03 — 1a41023f-1e70-4026-921a-4d9341a9038e
2 Authentications To Important Apps Using Single Factor Authentication
Detect when authentications to important application(s) only required single-factor authentication
Placeholder test authentication - Azure Sign-in Logs · Azure - mediumMikeDuddington, '@dudders1' 2022-07-28 2026-05-08 f272fb46-25f2-422c-b667-45837994980f
1 Splunk
AWS Bedrock Invoke Model Access Denied
The following analytic identifies access denied error when attempting to invoke AWS Bedrock models. (...)
Generic stable cloud_audit - AWS CloudTrail · AWS - mediumBhavin Patel, Splunk 2025-03-25 2026-05-13 c53a8e62-f741-11ee-9f6e-acde48001122
3 AWS Key Pair Import Activity
Detects the import of SSH key pairs into AWS EC2, which may indicate an attacker attempting to gain unauthorized access to instances. (...)
Generic experimental cloud_audit - AWS CloudTrail · AWS - mediumIvan Saakov 2024-12-19 — 92f84194-8d9a-4ee0-8699-c30bfac59780
1 AWS Lambda Function Created or Invoked
Detects when an user creates or invokes a lambda function.
Unsupported unsupported cloud_audit - AWS CloudTrail · AWS - lowAustin Songer @austinsonger 2021-10-03 2023-03-24 d914951b-52c8-485f-875e-86abab710c0b
1 Splunk
AWS SAML Update identity provider
The following analytic detects updates to the SAML provider in AWS. (...)
Generic stable account_management - AWS CloudTrail · AWS - mediumRod Soto, Splunk 2021-01-26 2026-05-13 2f0604c6-6030-11eb-ae93-0242ac130002
4 AWS Suspicious SAML Activity
Identifies when suspicious SAML activity has occurred in AWS. (...)
Generic test cloud_audit - AWS CloudTrail · AWS - mediumAustin Songer 2021-09-22 2022-12-18 f43f5d2f-3f2a-4cc8-b1af-81fde7dbaf0e
2 Splunk
Azure AD Multiple AppIDs and UserAgents Authentication Spike
The following analytic detects unusual authentication activity in Azure AD, specifically when a single user account has over 8 authentication attempts using 3+ unique application IDs and 5+ unique user agents within a short period. (...)
Anomaly stable authentication - Microsoft 365 - mediumMauricio Velazco, Splunk 2023-11-16 2026-05-13 5d8bb1f0-f65a-4b4e-af2e-fcdb88276314
4 Azure AD Threat Intelligence
Indicates user activity that is unusual for the user or consistent with known attack patterns.
Generic test - - Azure Risk Detection · Azure - highMark Morowczynski '@markmorow', Gloria Lee, '@gleeiamglo' 2023-09-07 — a2cb56ff-4f46-437a-a0fa-ffa4d1303cba
3 Azure Domain Federation Settings Modified
Identifies when an user or application modified the federation settings on the domain.
Generic test cloud_audit - Azure Audit Logs · Azure - mediumAustin Songer 2021-09-06 2022-06-08 352a54e1-74ba-4929-9d47-8193d67aba1e
1 Azure Kubernetes Admission Controller
Identifies when an admission controller is executed in Azure Kubernetes. (...)
Generic test cloud_audit - Azure Activity Logs · Azure - mediumAustin Songer @austinsonger 2021-11-25 2022-12-18 a61a3c56-4ce2-4351-a079-88ae4cbd2b58
1 Azure Login Bypassing Conditional Access Policies
Detects a successful login to the Microsoft Intune Company Portal which could allow bypassing Conditional Access Policies and InTune device trust using a tool like TokenSmith.
Generic experimental - - Audit · Microsoft 365 - highJosh Nickels, Marius Rothenbücher 2025-01-08 — 13f2d3f5-6497-44a7-bf5f-dc13ffafe5dc
2 Azure Subscription Permission Elevation Via AuditLogs
Detects when a user has been elevated to manage all Azure Subscriptions. (...)
Generic test cloud_audit - Azure Audit Logs · Azure - highAustin Songer @austinsonger 2021-11-26 2026-09-26 ca9bf243-465e-494a-9e54-bf9fc239057d
1 Azure Unusual Authentication Interruption
Detects when there is a interruption in the authentication process.
Generic test authentication - Azure Sign-in Logs · Azure - mediumAustin Songer @austinsonger 2021-11-26 2022-12-18 8366030e-7216-476b-9927-271d79f13cf3
1 Cisco BGP Authentication Failures
Detects BGP failures which may be indicative of brute force attacks to manipulate routing
Generic test - - BGP · Cisco - lowTim Brown 2023-01-09 2023-01-23 56fa3cd6-f8d6-4520-a8c7-607292971886
1 Splunk
Cisco IOS Suspicious Privileged Account Creation
This analytic detects the creation of privileged user accounts on Cisco IOS devices, which could indicate an attacker establishing backdoor access. (...)
Anomaly stable configuration_change - Cisco IOS · Cisco mediumBhavin Patel, Michael Haag, Splunk 2025-08-21 2026-05-13 63e3aff9-45d7-4d41-bcdb-9da561fb4533
3 Splunk
Cisco IOS XE WebUI Login From IOSd Local Port
This analytic detects Cisco IOS-XE WebUI authentication failure and success logs that include local port 21111. (...)
Generic stable network_device - Cisco IOS · Cisco - mediumNasreddine Bencherchali 2026-05-19 2026-05-19 77a1751f-552f-456c-b9ae-cdb66eec3e42
2 Splunk
Cisco IOS XE WebUI Programmatic Configuration
The following analytic detects Cisco IOS-XE configuration changes performed by the WebUI WSMA process.
Anomaly stable network_device - Cisco IOS · Cisco - mediumNasreddine Bencherchali 2026-05-19 2026-09-08 f9686576-a23d-4c4d-bfad-a45499dc448a
2 Cisco LDP Authentication Failures
Detects LDP failures which may be indicative of brute force attacks to manipulate MPLS labels
Generic test - - LDAP · Cisco - lowTim Brown 2023-01-09 — 50e606bf-04ce-4ca7-9d54-3449494bbd4b
1 Splunk
Cisco Privileged Account Creation with HTTP Command Execution
This analytic correlates risk events between privileged account creation on Cisco IOS devices and HTTP requests to privileged execution paths such as `/level/15/exec/-/*`. (...)
Correlation stable - - Cisco - mediumNasreddine Bencherchali, Splunk 2026-01-12 2026-05-13 2c9d4f5a-8b6e-4c7f-9d8e-1a2b3c4d5e6f
1 Splunk
Cisco Privileged Account Creation with Suspicious SSH Activity
This analytic detects a correlation between privileged account creation on Cisco IOS devices and sub (...)
Correlation stable - - Cisco - mediumNasreddine Bencherchali, Splunk 2026-01-12 2026-05-13 7f8e2b4c-9a3d-4e1f-8c5b-6d7e8f9a0b1c
1 Splunk
Cisco Secure Firewall - Connection to File Sharing Domain
The following analytic detects outbound connections to commonly abused file sharing and pastebin-style hosting domains. (...)
Anomaly stable firewall - Cisco Secure Firewall · Cisco - mediumNasreddine Bencherchali, Splunk 2025-04-03 2026-05-13 f7e5e792-d907-46c1-a58e-4ff974dc462a
1 Splunk
Cisco Secure Firewall - High Priority Intrusion Classification
This analytic identifies high-severity intrusion events based on the classification assigned to Snort rules within Cisco Secure Firewall logs. (...)
Generic stable firewall - Cisco Secure Firewall · Cisco - mediumNasreddine Bencherchali, Splunk 2025-04-16 2026-05-13 ec99bb81-c31b-4837-8c7d-1b32aa70b337
1 Splunk
Cloud API Calls From Previously Unseen User Roles
The following analytic detects cloud API calls executed by user roles that have not previously run these commands. (...)
Anomaly stable configuration_change - AWS CloudTrail · AWS - mediumDavid Dorsey, Splunk 2020-10-27 2026-09-22 2181ad1f-1e73-4d0c-9780-e8880482a08f
- Splunk
Cloud Provisioning Activity From Previously Unseen City
The following analytic detects cloud provisioning activities originating from previously unseen cities. (...)
Anomaly stable configuration_change - AWS CloudTrail · AWS - mediumRico Valdez, Bhavin Patel, Splunk 2020-11-30 2026-09-22 e7ecc5e0-88df-48b9-91af-51104c68f02f
- Splunk
Cloud Provisioning Activity From Previously Unseen Country
The following analytic detects cloud provisioning activities originating from previously unseen countries. (...)
Anomaly stable configuration_change - AWS CloudTrail · AWS - mediumRico Valdez, Bhavin Patel, Splunk 2020-12-01 2026-09-22 94994255-3acf-4213-9b3f-0494df03bb31
- Splunk
Cloud Provisioning Activity From Previously Unseen IP Address
The following analytic detects cloud provisioning activities originating from previously unseen IP addresses. (...)
Anomaly stable configuration_change - AWS CloudTrail · AWS - mediumRico Valdez, Splunk 2020-11-30 2026-09-22 f86a8ec9-b042-45eb-92f4-e9ed1d781078
- Splunk
Cloud Provisioning Activity From Previously Unseen Region
The following analytic detects cloud provisioning activities originating from previously unseen regions. (...)
Anomaly stable configuration_change - AWS CloudTrail · AWS - mediumRico Valdez, Bhavin Patel, Splunk 2020-10-26 2026-09-22 5aba1860-9617-4af9-b19d-aecac16fe4f2
- Splunk
ESXi Account Modified
This detection identifies the creation, deletion, or modification of a local user account on an ESXi host. (...)
Anomaly stable - esxi VMware ESXi · VMware - mediumRaven Tait, Splunk 2025-07-11 2026-05-13 b5e3b024-a7bb-4019-8975-46cf54485e78
1 Splunk
ESXi External Root Login Activity
This detection identifies instances where the ESXi UI is accessed using the root account instead of a delegated administrative user. (...)
Anomaly stable - esxi VMware ESXi · VMware - mediumRaven Tait, Splunk 2025-07-11 2026-05-13 218bf991-6c63-4c26-a682-6ac1a53ad8f8
- Splunk
ESXi Shared or Stolen Root Account
This detection monitors for signs of a shared or potentially compromised root account on ESXi hosts by tracking the number of unique IP addresses logging in as root within a short time window. (...)
Anomaly stable - esxi VMware ESXi · VMware - mediumRaven Tait, Splunk 2025-07-11 2026-05-13 1bc8f235-5d7c-457c-95ca-5e92edcb52ea
1 Splunk
ESXi User Granted Admin Role
This detection identifies when a user is granted the Administrator role on an ESXi host. (...)
Generic stable - esxi VMware ESXi · VMware - mediumRaven Tait, Splunk 2025-07-11 2026-05-13 b0c64d6e-cfdf-441a-b6ce-d956e202563e
- External Remote RDP Logon from Public IP
Detects successful logon from public IP address via RDP. (...)
Generic test authentication windows WinEventLog Security - mediumMicah Babinski (@micahbabinski), Zach Mathis (@yamatosecurity) 2023-01-19 2024-03-11 259a9cdf-c4dd-4fa2-b243-2269e5ab18a2
2 External Remote SMB Logon from Public IP
Detects successful logon from public IP address via SMB. (...)
Generic test authentication windows WinEventLog Security - highMicah Babinski (@micahbabinski), Zach Mathis (@yamatosecurity) 2023-01-19 2024-03-11 78d5cab4-557e-454f-9fb9-a222bd0d5edc
2 Failed Logins with Different Accounts from Single Source System
Detects suspicious failed logins with different user accounts from a single source system
Unsupported unsupported - windows WinEventLog Security - mediumFlorian Roth (Nextron Systems) 2017-01-10 2023-02-24 e98374a6-e2d9-4076-9b5c-11bdb2569995
- Failed Logon From Public IP
Detects a failed logon attempt from a public IP. (...)
Generic test authentication windows WinEventLog Security - mediumNVISO 2020-05-06 2024-03-11 f88e112a-21aa-44bd-9b01-6ee2a2bbbed1
1 Failed NTLM Logins with Different Accounts from Single Source System
Detects suspicious failed logins with different user accounts from a single source system
Unsupported unsupported authentication windows WinEventLog Security - mediumFlorian Roth (Nextron Systems) 2017-01-10 2023-02-24 6309ffc4-8fa2-47cf-96b8-a2f72e58e538
- Splunk
GCP Detect gcploit framework
The following analytic identifies the use of the GCPloit exploitation framework within Google Cloud Platform (GCP). (...)
Generic experimental cloud_audit - Google Cloud - mediumRod Soto, Splunk 2020-10-08 2026-05-13 a1c5a85e-a162-410c-a5d9-99ff639e5a52
2 Splunk
Geographic Improbable Location
Geolocation data can be inaccurate or easily spoofed by Remote Employment Fraud (REF) workers. (...)
Anomaly experimental authentication - Okta - mediumMarissa Bower, Raven Tait 2025-06-12 2026-05-13 64f91df1-49ec-46aa-81bd-2282d3cea765
- Google Cloud Kubernetes Admission Controller
Identifies when an admission controller is executed in GCP Kubernetes. (...)
Generic test cloud_audit - GCP Audit · Google Cloud - mediumAustin Songer @austinsonger 2021-11-25 2022-12-18 6ad91e31-53df-4826-bd27-0166171c8040
1 Google Workspace Government Attack Warning
Detects a login attempt in Google Workspace flagged as a potential attack by a government-backed thr (...)
Generic experimental - - Google Workspace Login · Google Cloud - mediumTom Kluter 2026-04-28 — eafe6f2b-cfec-4612-aec2-49563c33a087
3 Guest Account Enabled Via Sysadminctl
Detects attempts to enable the guest account using the sysadminctl utility
Generic test process_creation macos - - lowSohan G (D4rkCiph3r) 2023-02-18 — d7329412-13bd-44ba-a072-3387f804a106
1 Guest Users Invited To Tenant By Non Approved Inviters
Detects guest users being invited to tenant by non-approved inviters
Placeholder test cloud_audit - Azure Audit Logs · Azure - mediumMikeDuddington, '@dudders1' 2022-07-28 2026-05-09 4ad97bf5-a514-41a4-abd3-4f3455ad4865
2