Detections
Explore public detection logic contributed by the community across SIEM and rule languages.
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1
Correlates a high-risk or compromised Microsoft Entra sign-in event with a subsequent device registration (Add device or Register device) performed by the same user account within a 3-hour window.
Correlates an interactive MFA-satisfied user sign-in with a subsequent non-interactive or token-based successful authentication from a different IP address and country within a short time window for the same user and application. This pattern is indicative of adversary-in-the-middle (AitM) phishing attacks where session cookies or tokens are intercepted and replayed.
Detects the creation or modification of inbox rules in Exchange Online that target financial-related keywords and hide/delete mail, or rules that mark all incoming mail as read and delete them, which may indicate a Business Email Compromise (BEC) attack or mailbox evasion technique.
Detects Microsoft Teams chat creation events originating from an external sender whose user ID or display name impersonates IT support (e.g., IT Support, Help Desk, Service Desk), often used in social engineering or phishing attempts.
Detects external Microsoft Teams messages containing support-related social engineering lures or originating from known malicious/IOC tenant domains, summarizing sender and thread metrics. The query ran without errors in a live tenant.
This detection identifies potentially algorithmically generated domains (DGA) observed in Trend IA XDR telemetry. DGA domains are commonly used by malware families for Command and Control (C2) communications because they generate large numbers of pseudo-random domain names, making blocking and takedown efforts more difficult.
The detection focuses on domains that:
Have a moderate length (8-20 characters)
Contain numbers, which are common in many DGAs
Use frequently abused TLDs
Have low occurrence volume across the environment
Follow a simplified lexical pattern often associated with generated domains
The detection focuses on domains that:
Have a moderate length (8-20 characters)
Contain numbers, which are common in many DGAs
Use frequently abused TLDs
Have low occurrence volume across the environment
Follow a simplified lexical pattern often associated with generated domains
Detects Gheist campaign activity: creation of a ci-sync-<6 chars> branch via stolen GitHub token followed within 10 minutes by a workflow run on that branch in the same repo. Requires GitHub audit log ingestion; table name is an assumption.
Detects when a user authenticates via device code flow or performs device registration/ownership addition, followed by a bulk download of SharePoint or OneDrive files (25 or more distinct files) within a 60-minute window. This behavior can indicate session hijacking or unauthorized access where an attacker uses device code phishing to gain access and quickly exfiltrate cloud documents.
Detects a mail bombing pattern where a recipient receives a burst of inbound emails from many distinct senders within a short time window, followed by a Microsoft Teams message or chat creation from the same user context shortly after.
Hunting query for the ConnectWise Cloud Backup (SkyKick) application credential abuse reported in October 2026. It returns three signals, sorted by a Priority column. First, sign-ins by the seven ConnectWise and SkyKick application IDs from a public IP address. ConnectWise states the Cloud Backup app normally signs in from Azure private IPv6 addresses. Second, service principals that sign in from a public IP address in a country not seen in their 14-day baseline. This signal evaluates apps with at least 20 prior sign-ins. Third, Entra audit events initiated by applications. These include an application adding itself or another non-user identity to a directory role, an application adding or changing credentials for the first time in the baseline window and any credential change by an application named ConnectWise or SkyKick. Role additions with an unidentified target appear with Review priority. Audit events initiated by applications carry no source IP, so the IP indicator applies to the sign-in signals only. Routine credential changes by Azure services can still appear with Review priority. The query follows the Microsoft Defender advanced hunting schemas and runs without errors in Advanced Hunting. The audit signal was exercised against live Entra audit events in a Microsoft 365 tenant. Indicator columns are short-lived and used for enrichment only.
Detects the presence of known malicious or suspicious OAuth application IDs as well as specific third-party applications like SkyKick or ConnectWise within OAuth application metadata over a 30-day window.
Detects a sequence of security-sensitive events in GitHub repositories where branch protection rules are modified or removed, followed closely by a force push to the protected repository, and subsequent workflow activity involving the Berri-AI/litellm repository or similar context. This pattern often indicates malicious tampering with repository controls to introduce unauthorized code.
Audit query that finds enabled OAuth apps in Microsoft Entra ID holding permissions an attacker would want: reading or sending mail, accessing files and sites, planting credentials on other apps, assigning roles, or changing Conditional Access. App-only permissions (the app signs in as itself, with no user and no MFA) are split from delegated ones. High-privilege delegated grants are flagged only for external apps with no verified publisher, the typical consent-phishing shape. Output is one row per app with a plain-language ReviewReason, publisher, origin, admin consent, activity (Inactive 90d+ is the easiest to disable) and “(in use)” markers on permissions the app actually exercises, so a review team can decide to keep, reduce or disable.
This is an inventory of what apps can do, not a change detector. A verified publisher does not mean safe, as the ConnectWise/SkyKick credential abuse showed. Pair it with audit-log hunting for new secrets and role assignments. Requires OAuthAppInfo (app governance in Defender for Cloud Apps).
This is an inventory of what apps can do, not a change detector. A verified publisher does not mean safe, as the ConnectWise/SkyKick credential abuse showed. Pair it with audit-log hunting for new secrets and role assignments. Requires OAuthAppInfo (app governance in Defender for Cloud Apps).
Hunting query for the ConnectWise Cloud Backup (SkyKick) application credential abuse reported in October 2026. It returns three signals, sorted by a Priority column. First, sign-ins by the seven ConnectWise and SkyKick application IDs from a public IP address. ConnectWise states the Cloud Backup app normally signs in from Azure private IPv6 addresses. Second, service principals that sign in from a public IP address in a country not seen in their 14-day baseline. This signal evaluates apps with at least 20 prior sign-ins. Third, Entra audit events initiated by applications. These include an application adding itself or another non-user identity to a directory role, an application adding or changing credentials for the first time in the baseline window and any credential change by an application named ConnectWise or SkyKick. Role additions with an unidentified target appear with Review priority. Audit events initiated by applications carry no source IP, so the IP indicator applies to the sign-in signals only. Routine credential changes by Azure services can still appear with Review priority. The query follows the Microsoft Defender advanced hunting schemas and runs without errors in Advanced Hunting. The audit signal was exercised against live Entra audit events in a Microsoft 365 tenant. Indicator columns are short-lived and used for enrichment only.
Detects Microsoft Entra ID sign-ins to specific third-party applications related to Updraft (TeamUpdraft, UpdraftCentral, UpdraftVault, UpdraftClone, UpdraftPlus) with anomalous characteristics such as multi-IP access, distinct countries, or failed-then-successful access attempts, indicating possible credential compromise or misuse.
Audit query that finds enabled OAuth apps in Microsoft Entra ID holding permissions an attacker would want: reading or sending mail, accessing files and sites, planting credentials on other apps, assigning roles, or changing Conditional Access. App-only permissions (the app signs in as itself, with no user and no MFA) are split from delegated ones. High-privilege delegated grants are flagged only for external apps with no verified publisher, the typical consent-phishing shape. Output is one row per app with a plain-language ReviewReason, publisher, origin, admin consent, activity (Inactive 90d+ is the easiest to disable) and “(in use)” markers on permissions the app actually exercises, so a review team can decide to keep, reduce or disable.
This is an inventory of what apps can do, not a change detector. A verified publisher does not mean safe, as the ConnectWise/SkyKick credential abuse showed. Pair it with audit-log hunting for new secrets and role assignments. Requires OAuthAppInfo (app governance in Defender for Cloud Apps).
This is an inventory of what apps can do, not a change detector. A verified publisher does not mean safe, as the ConnectWise/SkyKick credential abuse showed. Pair it with audit-log hunting for new secrets and role assignments. Requires OAuthAppInfo (app governance in Defender for Cloud Apps).
Box Shield Anomalous Download
Cortex XDR
Surfaces Box Shield anomalous download alerts with full context extraction, including download delta, historical baseline vs anomaly period comparison, and source IPs.
Box Shield Suspicious Location Access
Cortex XDR
Surfaces Box Shield suspicious location alerts with geographic context and accessed content details. Detects access from unusual or excluded geographic locations indicating potential compromised accounts or credential theft.
Detects sign-in events to Entra ID via service principals where the application is marked as external and enabled, and the user agent string indicates the use of a Python client.
Box Shield Malicious Content Upload
Cortex XDR
Surfaces Box Shield malware detection alerts with file hash, upload path, source IP, and scan results for immediate correlation and threat response.
Detects five or more Entra ID device registrations by a single account where device names match microsoft-* or WINDOWS-* patterns, occurring shortly after a device code flow sign-in by the same account. This behavior is indicative of device registration abuse or persistent access attempts.
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