Detections
Explore public detection logic contributed by the community across SIEM and rule languages.
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Detects the creation of inbox rules (e.g., move, delete, stop processing) on M365 accounts, followed by the transmission of emails with subjects related to 'direct deposit'. This pattern is frequently observed in Business Email Compromise (BEC) campaigns where attackers automate the concealment or exfiltration of sensitive payroll-related communications.
Detects non-interactive sign-in events to M365 that claim to be from the Outlook client application but utilize suspicious or unexpected User-Agent strings (e.g., Python requests, specific Firefox versions). This behavior is often indicative of programmatic access or automated tools used by attackers to harvest credentials or interact with mailboxes, bypassing standard browser-based authentication controls.
Detects internal spearphishing emails containing subjects and body text commonly associated with payroll fraud, specifically attempts to solicit changes to employee direct deposit accounts by requesting voided checks or information about upcoming payments.
Detects a suspicious spike in MailItemsAccessed operations occurring across multiple distinct tenant organization IDs within a 60-second window, using the same ClientAppId. This behavior is indicative of automated, centralized credential abuse or mailbox collection tools (often associated with campaigns like Storm-2755) rather than legitimate, isolated user or service-level activity.
Detects Microsoft 365 sign-in activity consistent with adversary-in-the-middle (AiTM) token theft. The rule identifies successful sign-ins with multi-factor authentication, immediately followed by a new session attempt for the same user within 30 minutes from a different device, IP address, or location.
Detects reconnaissance activity targeting sensitive personnel groups (payroll, HR, finance) via Microsoft Graph API. The rule identifies suspicious URI patterns combined with the use of the 'axios' User-Agent library, potentially indicating automated enumeration by an adversary to map high-value targets for future business email compromise or credential theft.
This rule detects high-confidence phishing emails that were delivered to either the Inbox or Junk folder. It explicitly filters out messages that have been explicitly allowed by organization-level policies, user-level actions, or specific safe-sender bypass mechanisms, ensuring the alert focuses on malicious emails that bypassed standard security filters without an authorized exception.
This rule detects high-confidence phishing emails that were delivered to either the Inbox or Junk folder. It explicitly filters out messages that have been explicitly allowed by organization-level policies, user-level actions, or specific safe-sender bypass mechanisms, ensuring the alert focuses on malicious emails that bypassed standard security filters without an authorized exception.
Detects a suspected EvilTokens attack sequence where a user clicks a phishing URL and subsequently initiates a browser session to the Microsoft device-code authorization page (devicelogin) within 15 minutes, with the phishing lure domain appearing in the browser context.
Detects a suspected EvilTokens attack sequence where a user clicks a phishing URL and subsequently initiates a browser session to the Microsoft device-code authorization page (devicelogin) within 15 minutes, with the phishing lure domain appearing in the browser context.
Detects a suspected EvilTokens attack sequence where a user clicks a phishing URL and subsequently initiates a browser session to the Microsoft device-code authorization page (devicelogin) within 15 minutes, with the phishing lure domain appearing in the browser context.
Detects anomalous post-authentication reconnaissance activities against the Microsoft Graph API, specifically the enumeration of directory objects, roles, or service principals. The rule triggers when a user account performs multi-endpoint enumeration via the Graph API within 30 minutes of a successful authentication session initiated via a device code flow that was flagged with elevated risk signals. This behavior is consistent with post-compromise reconnaissance techniques such as 'EvilTokens', where an adversary attempts to map the environment after gaining access.
Detects automated post-compromise mailbox reconnaissance following an anomalous OAuth device code sign-in that exhibits high-risk indicators. The rule identifies programmatic access to a high volume of mail items within a short window following suspicious token issuance, which is characteristic of automated scanning or data exfiltration tooling.
Detects an administrator account rapidly granting mailbox permissions (Add-MailboxPermission, Add-RecipientPermission, Set-MailboxFolderPermission) to a large number of objects within a short timeframe (15 minutes). The rule correlates this activity with a prior 'risky' sign-in or a sign-in using device-code flow, indicative of potential EvilToken or similar adversary-in-the-middle proxy-based session hijacking.
This rule detects incoming email messages containing .zip attachments with filenames that mimic financial documents (e.g., NFe, DANFE, invoice-related keywords) combined with numerical strings. This naming pattern is commonly associated with phishing campaigns attempting to deliver malicious archives.
This rule detects a correlation between a successful user login from an IP address not previously seen for that specific user in the last 14 days, followed immediately (within 1 hour) by sensitive administrative operations performed by the same user, such as adding members to roles or modifying application permissions.
Detects the creation of an application registered with a specific Microsoft external authentication provider URI, immediately followed by the configuration of its service principal with reply URLs pointing to external tunneling services like ngrok. This sequence is indicative of an attacker attempting to register a rogue MFA provider to intercept authentication requests.
This rule detects inbound emails where the sender domain matches the recipient domain (internal-looking), but the message authentication (SPF/DKIM/DMARC as indicated by CompAuth status) failed or was not performed. This is indicative of abuse of Exchange Online 'Direct Send' or similar unauthenticated relay methods to spoof internal identities.
Detects anomalous, high-frequency, multi-channel probing of AI agent input surfaces. The rule identifies external actors sending instruction-injection style keywords across different communication channels (e.g., email, Teams, calendar) within a short window, which may indicate an attempt to identify and manipulate an organization's autonomous agents. Covers T1595.002
Detects modifications to Microsoft Entra ID (formerly Azure AD) authentication methods policy where a new external authentication method is configured using a non-approved discovery URL. This could indicate an adversary attempting to configure a malicious identity provider to facilitate authentication bypass or unauthorized access.
Detects a sequence of activity where a user receives a high volume of inbound emails (potential vishing or social engineering lures) within a short window, followed by the user executing Windows Remote Assistance or Quick Assist tools within the next 6 hours, which is highly indicative of remote access social engineering pre-cursors.
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