Detections
Explore public detection logic contributed by the community across SIEM and rule languages.
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Detects rapid succession of MFA authentication requests originating from multiple distinct countries within a 10-minute window, a common pattern indicating an MFA fatigue (push bombing) attack targeting a specific user.
Detects a multi-stage attack pattern associated with the Qilin ransomware, beginning with suspicious VPN authentication (potential credential stuffing or bypass), moving through lateral movement attempts (SMB/RDP/WMI), and culminating in ransomware behaviors such as shadow copy deletion, mass file encryption, and ransom note creation.
Detects anomalous SMB NTLM authentication traffic indicative of relay attacks, where an attacker intercepts an authentication request and relays it to another SMB service.
Detects high-frequency SMB (Logon Type 3) authentication events targeting Domain Controllers, specifically involving suspicious or generic accounts such as 'ANONYMOUS LOGON', 'Guest', empty usernames, or machine accounts. This behavior is indicative of network reconnaissance, session enumeration, or brute-force attempts targeting the domain.
This rule detects high-volume connection requests to LDAP services (default ports 389, 636, 3268, 3269). A high number of connections from a single source to a destination within a short time window may indicate automated reconnaissance, LDAP enumeration, or brute-force attempts against domain services.
Detects sign-in events using the device code authentication flow (OAuth 2.0 device authorization grant) where the originating IP address is external to the organization's private network. This flow is often abused by attackers to bypass traditional MFA or interact with headless environments via common HTTP client libraries like Python requests, Go-http, or Axios.
This rule detects an unusually high volume of logon events (both successful and failed) or a large number of unique users attempting to log on within a 5-minute window. This behavior is indicative of potential brute-force attacks or credential stuffing attempts against Windows systems.
Detects domain account authentication anomalies over SMB from external sources
Detects cloud console credential spraying from suspicious IP addresses
Detects enumeration of email accounts via Exchange Web Services
Identifies geographic impossible travel where the device code was requested in one country and successfully authenticated from another within minutes. This rule looks for a single AccountUpn having activity from two or more distinct locations within a 10-minute window.
Detects attempts to abuse the device code flow targeting Microsoft Office and Authentication Broker applications from unmanaged, non-compliant devices with unbound tokens. This activity is indicative of device code phishing, where an attacker tricks a user into authenticating a malicious application.
This rule detects a burst of Okta Multi-Factor Authentication (MFA) push prompts to a single user within a short time window, indicating a potential MFA bombing or fatigue attack. It specifically looks for scenarios where at least 5 push notifications are sent, and at least one is approved, suggesting the user might have caved under pressure. The rule also enriches the data with client IP, geographical context, and proxy information to aid investigation.
This rule detects instances where a user clicks on a URL identified as potentially malicious (phishing-related) and subsequently has a risky sign-in event in Azure AD. The rule correlates URL click events from email with Azure AD sign-in logs, specifically looking for sign-ins marked as risky or originating from suspicious user agents (e.g., specific axios versions). The phishing URLs are identified by keywords such as 'azureapplicationregistration.pages.dev', 'chrnobinson.com', 'workers.dev', '.pages.dev', '.web.core.windows.net', '/oauth2/v2.0/authorize', 'client_id=', and 'scope=openid'.
This rule detects Adversary-in-the-Middle (AiTM) session hijacking against Microsoft 365, specifically targeting the Tycoon 2FA phishing kit (associated with campaigns like Payroll Pirate). It correlates two distinct malicious behaviors: the initial MFA capture phase (involving specific error codes and spoofed user agents) and subsequent illicit token replay against the Microsoft Graph API from unmanaged devices.
This rule monitors web traffic logs for requests targeting administrative URI paths or containing the username 'admin' in the 'X-WEBAUTH-USER' header. It specifically filters out requests originating from trusted reverse proxies, identifying potential attempts to bypass authentication by manually injecting administrative headers.
Detects a specific sign-in sequence indicative of a Payroll Pirate adversary-in-the-middle (AiTM) attack. The pattern involves a Microsoft Outlook interactive sign-in resulting in a 50199 error (Login:reprocess) followed within 10 minutes by a Cmsi:cmsi authentication attempt, both originating from the same user and the specific user-agent Firefox 142.0. This behavior is associated with 2FA proxying techniques where the attacker captures and replays session information.
Detects ROPC (Resource Owner Password Credentials) token requests to Microsoft Graph using specific client IDs associated with Microsoft To-Do or Intune Company Portal. This activity could indicate an attempt to bypass MFA via hidden Conditional Access policy exclusions, as described in CVE-2025-0309.
This rule detects the creation of Temporary Access Passes (TAPs) via the Microsoft Graph API targeting highly privileged accounts. This activity could indicate an attacker abusing a service principal with UserAuthMethod-TAP.ReadWrite.All permissions to gain temporary access to critical accounts like Global Administrators, Privileged Role Administrators, or Security Administrators. The rule specifically looks for POST requests to the 'temporaryAccessPassMethods' endpoint in Microsoft Graph Activity Logs and correlates this with IdentityInfo to identify if the target user holds a privileged role.
Detects a multi-stage attack pattern associated with the Qilin ransomware, beginning with suspicious VPN authentication (potential credential stuffing or bypass), moving through lateral movement attempts (SMB/RDP/WMI), and culminating in ransomware behaviors such as shadow copy deletion, mass file encryption, and ransom note creation.
Detects Microsoft 365 sign-ins using the device code grant flow from an unusual location or a previously unseen/unmanaged device. This behavior is consistent with OAuth phishing abuse, specifically 'device code phishing' where an adversary tricks a user into entering a code/credentials on a malicious authorization page to obtain a device token.
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