Browse Rules

Entra ID Sign-in BloodHound Suite User-Agent Detected

Identifies potential enumeration activity using AzureHound, SharpHound, or BloodHound across Microsoft cloud services. These tools are often used by red teamers and adversaries to map users, groups, roles, applications, and access relationships within Microsoft Entra ID (Azure AD) and Microsoft 365.

M365 or Entra ID Identity Sign-in from a Suspicious Source

This rule correlate Entra-ID or Microsoft 365 mail successful sign-in events with network security alerts by source address. Adversaries may trigger some network security alerts such as reputation or other anomalies before accessing cloud resources.

Entra ID High Risk Sign-in

Identifies high risk Microsoft Entra ID sign-ins by leveraging Microsoft's Identity Protection machine learning and heuristics. Identity Protection categorizes risk into three tiers: low, medium, and high. While Microsoft does not provide specific details about how risk is calculated, each level brings higher confidence that the user or sign-in is compromised.

Entra ID Kali365 Default User-Agent Detected

Identifies the default user agent string associated with Kali365 (also referred to as Kali365 Live), a phishing-as-a-service (PhaaS) platform that automates OAuth 2.0 device code phishing and adversary-in-the-middle (AiTM) session capture against Microsoft 365 and Microsoft Entra ID. The Kali365 Electron desktop client identifies itself with the user agent `kali365-live/1.0.0` when polling for and replaying captured OAuth tokens, so its appearance in Entra ID sign-in logs, Entra ID audit logs, o

Entra ID Sign-in TeamFiltration User-Agent Detected

Identifies potential enumeration or password spraying activity using TeamFiltration tool. TeamFiltration is an open-source enumeration, password spraying and exfiltration tool designed for Entra ID and Microsoft 365. Adversaries are known to use TeamFiltration in-the-wild to enumerate users, groups, and roles, as well as to perform password spraying attacks against Microsoft Entra ID and Microsoft 365 accounts. This rule detects the use of TeamFiltration by monitoring for specific user-agent str

Entra ID Protection - Risk Detection

Identifies Microsoft Entra ID Protection sign-in risk detections triggered by a range of risk events such as anonymized IP addresses, password spray attacks, impossible travel, token anomalies, and more. These detections are often early indicators of potential account compromise or malicious sign-in behavior. This is a promotion rule intended to surface all Entra ID sign-in risk events for further investigation and correlation with other identity-related activity. This is a building block rule t

Entra ID Protection Alerts for User Detected

Identifies more than two Microsoft Entra ID Protection alerts associated to the user principal in a short time period. Microsoft Entra ID Protection alerts are triggered by suspicious sign-in activity, such as anomalous IP addresses, risky sign-ins, or other risk detections. Multiple alerts in a short time frame may indicate an ongoing attack or compromised account.

Entra ID User Sign-in with Unusual Non-Managed Device

Identifies when a Microsoft Entra ID user signs in from a device that is not typically used by the user and is not managed, which may indicate potential compromise or unauthorized access attempts. This rule detects unusual sign-in activity by comparing the device used for the sign-in against the user's typical device usage patterns. Adversaries may create and register a new device to obtain a Primary Refresh Token (PRT) and maintain persistent access.

Entra ID User Sign-in with Unusual Authentication Type

Identifies rare instances of authentication methods for Microsoft Entra ID principal users. An adversary with stolen credentials may attempt to authenticate with an unusual method, which may indicate an attempt to bypass conditional access policies (CAP) and multi-factor authentication (MFA) requirements. The authentication method may not be commonly used by the user based on their historical sign-in activity.

Entra ID Microsoft Authentication Broker DRS Sign-In from Suspicious ASN

Detects Microsoft Entra ID sign-in activity where the Microsoft Authentication Broker requests the Device Registration Service from a source autonomous system number (ASN) associated with VPN, residential proxy, or hosting egress commonly observed in OAuth phishing and adversary-in-the-middle device registration flows. This pattern can indicate device join or primary refresh token acquisition staged from attacker-controlled infrastructure after a user completes authentication.

Entra ID Microsoft Authentication Broker Sign-In to Unusual Resource

Detects successful Microsoft Entra ID sign-ins where the client application is the Microsoft Authentication Broker (MAB) and the requested resource identifier is outside a short list of commonly observed first-party targets. Attackers abuse the broker in phishing and token broker flows to obtain tokens for unexpected APIs or enterprise applications. The exclusion list covers legacy Azure Active Directory, Microsoft Graph, Device Registration Service, Microsoft Intune Enrollment, extend or tune e

Entra ID Sign-in Brute Force Attempted (Microsoft 365)

Identifies potential brute-force attacks targeting Microsoft 365 user accounts by analyzing failed sign-in patterns in Microsoft Entra ID Sign-In Logs. This detection focuses on a high volume of failed interactive or non-interactive authentication attempts within a short time window, often indicative of password spraying, credential stuffing, or password guessing. Adversaries may use these techniques to gain unauthorized access to Microsoft 365 services such as Exchange Online, SharePoint, or Te

Entra ID OAuth User Impersonation to Microsoft Graph

Identifies potential session hijacking or token replay in Microsoft Entra ID. This rule detects cases where a user signs in and subsequently accesses Microsoft Graph from a different IP address using the same session ID. This may indicate a successful OAuth phishing attack, session hijacking, or token replay attack, where an adversary has stolen a session cookie or refresh/access token and is impersonating the user from an alternate host or location.

Entra ID Microsoft Authentication Broker Sign-In with Non-Standard User Agent

Detects Microsoft Entra ID sign-in activity where the Microsoft Authentication Broker authenticates is using a user agent that is not consistent with common browser, mobile, or Windows platform authentication clients. Adversary-in-the-middle and OAuth phishing tooling often presents scripted or relayed user agents (for example Node.js, Python, or generic HTTP libraries) while still targeting first-party resources through the broker.

Entra ID Excessive Account Lockouts Detected

Identifies a high count of failed Microsoft Entra ID sign-in attempts as the result of the target user account being locked out. Adversaries may attempt to brute-force user accounts by repeatedly trying to authenticate with incorrect credentials, leading to account lockouts by Entra ID Smart Lockout policies.

Entra ID ROPC Authentication with Unknown Client ID

Identifies potential OAuth client ID spoofing in Microsoft Entra ID sign-in logs. Adversaries submit fabricated or non-existent application identifiers (client IDs) in Resource Owner Password Credentials (ROPC) authentication requests to the token endpoint. Because Entra ID validates the submitted credential before rejecting the request on application resolution, the resulting error code acts as a credential- and account-validity oracle while never producing a successful sign-in. By fragmenting

Entra ID Potential AiTM Sign-In via OfficeHome (Tycoon2FA)

Detects Microsoft Entra ID sign-ins consistent with Tycoon2FA phishing-as-a-service (PhaaS) adversary-in-the-middle (AiTM) activity: the Microsoft Authentication Broker requesting tokens for Microsoft Graph or Exchange Online, or the Office web client application authenticating to itself, combined with Node.js-style user agents (node, axios, undici). Tycoon 2FA bypasses MFA by relaying authentication and capturing session material, often targeting Microsoft 365 and Gmail. Baseline legitimate aut

Entra ID User Sign-in Brute Force Attempted

Identifies potential brute-force attacks targeting user accounts by analyzing failed sign-in patterns in Microsoft Entra ID Sign-In Logs. This detection focuses on a high volume of failed interactive or non-interactive authentication attempts within a short time window, often indicative of password spraying, credential stuffing, or password guessing. Adversaries may use these techniques to gain unauthorized access to applications integrated with Entra ID or to compromise valid user accounts.

Entra ID OAuth Device Code Phishing via AiTM

Detects successful Microsoft Entra ID sign-ins that use the OAuth device code authentication protocol with the Microsoft Authentication Broker client requesting first-party Office API resources (Exchange Online, Microsoft Graph, or SharePoint) while flagged as interactive. This pattern is associated with adversary-in-the-middle (AiTM) phishing kits such as Tycoon 2FA, where victims complete device code flows that ultimately broker tokens for mail and collaboration APIs.

Microsoft Entra ID Impossible Travel Sign-in

Detects successful Microsoft Entra ID interactive sign-ins for the same user from two geographically separated locations within a 90-minute window, where the implied travel speed between the two points exceeds what is physically possible (>=800 km/h, faster than modern commercial airliners) and the geographic separation is at least 500 km. This pattern indicates either VPN/proxy use or an adversary signing in to a compromised account from a different location than the legitimate user. Non-intera

M365 Entra ID Risk Detection Signal

Identifies Microsoft Entra ID (formerly Azure AD) risk detection signals including risky sign-ins, compromised credentials, impossible travel, and other identity-based anomalies. These events indicate potential credential compromise, account takeover attempts, or suspicious authentication patterns detected by Microsoft's identity protection. This building block rule generates security events for correlation, threat hunting, and telemetry collection to support detection of credential access and i

Entra ID AiTM Phishing-Kit Chain Detected

Identifies a Microsoft Entra ID identity-compromise chain in which a single user, within a 10-minute window, authenticates to the Device Registration Service through the Microsoft Authentication Broker (MAB) client, registers a device, and then uses the resulting Primary Refresh Token (PRT) to access a resource other than the Device Registration Service. This sequence is the core post-adversary-in-the-middle (AiTM) persistence pattern used by phishing kits such as Tycoon2FA and Kali365: after ca

Entra ID OAuth Phishing via First-Party Microsoft Application

Detects potentially suspicious OAuth authorization activity in Microsoft Entra ID where first-party Microsoft applications from the FOCI (Family of Client IDs) group request access to Microsoft Graph or legacy Azure AD resources. Developer tools like Azure CLI, Visual Studio Code, and Azure PowerShell accessing these resources are flagged, as they are commonly abused in phishing campaigns like ConsentFix. Additionally, any FOCI family application accessing the deprecated Windows Azure Active Dir

Entra ID Service Principal with Unusual Source ASN

Identifies Entra ID service principal sign-ins where the workload identity and source autonomous system number (ASN) together have not appeared in recent history. Attackers who obtain application secrets or tokens often authenticate from unfamiliar hosting providers, residential or VPN egress, or networks outside normal automation footprints, which can precede data access, lateral movement, or ransomware activity in the tenant. The detection emphasizes first-seen network context for non-interact

Entra ID Protection Admin Confirmed Compromise

Identifies when an administrator has manually confirmed a user or sign-in as compromised in Microsoft Entra ID Protection. This indicates that an administrator has reviewed the risk detection and determined that the user account or sign-in activity is definitively compromised. This is a high-confidence indicator of account compromise and should be investigated immediately.