Detections
Explore public detection logic contributed by the community across SIEM and rule languages.
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This rule monitors Entra ID Sign-in logs for authentication events flagged by risk detections related to anonymizing infrastructure, such as VPNs, TOR exit nodes, or proxies. It identifies successful logins and aggregate sign-in volume from these IP addresses, flagging successful logins as critical due to the potential for valid account abuse through multi-hop proxy chains.
This rule monitors for the addition of new credentials (secrets) to service principals or applications in an Azure/Entra ID environment. It then correlates this event with subsequent mailbox activity (such as accessing mail items, sending mail, or message binding) performed by the application within 7 days of the credential creation. This detection pattern is indicative of potential OAuth application-based persistence and mailbox data exfiltration.
Detects a single identity/IP querying Microsoft Graph endpoints for directory roles, role management, registered authentication methods, applications, service principals, OAuth2 permission grants, and app role assignments within a short window - control-plane reconnaissance mapping privilege escalation and persistence opportunities
Detects a suspicious sequence of events involving NetScaler ADC or Gateway appliances: anomalous account authentication, followed by the establishment of a VPN or remote access session, and subsequent unusual outbound network activity indicating potential lateral movement or C2 communication from the appliance.
Detects M365 Copilot jailbreak attempts through prompt injection techniques including rule manipulation, system bypass commands, and AI impersonation requests that attempt to circumvent built-in safety controls. The detection searches exported eDiscovery prompt logs for jailbreak keywords like "pretend you are," "act as," "rules=," "ignore," "bypass," and "override" in the Subject_Title field, assigning severity scores based on the manipulation type (score of 4 for amoral impersonation or explicit rule injection, score of 3 for entity roleplay or bypass commands). Prompts with a jailbreak score of 2 or higher are flagged, prioritizing the most severe attempts to override AI safety mechanisms through direct instruction injection or unauthorized persona adoption.
Detects sign-in activity originating from a known suspicious VPN/proxy IP range targeting critical Microsoft 365 applications. The rule specifically monitors for instances where multi-factor authentication (MFA) enforcement appears to be absent or failed, suggesting a potential account compromise and subsequent data access attempt via a proxy/VPN.
Detects a suspicious sequence of events involving NetScaler ADC or Gateway appliances: anomalous account authentication, followed by the establishment of a VPN or remote access session, and subsequent unusual outbound network activity indicating potential lateral movement or C2 communication from the appliance.
Detects anomalous account behavior where a single user account authenticates to three or more distinct applications within a 60-minute window while originating from at least two different IP addresses. This pattern is indicative of a successful account compromise followed by rapid reconnaissance or data exfiltration across multiple cloud services.
Detects a suspicious sequence of events involving NetScaler ADC or Gateway appliances: anomalous account authentication, followed by the establishment of a VPN or remote access session, and subsequent unusual outbound network activity indicating potential lateral movement or C2 communication from the appliance.
Detects M365 Copilot impersonation and roleplay jailbreak attempts where users try to manipulate the AI into adopting alternate personas, behaving as unrestricted entities, or impersonating malicious AI systems to bypass safety controls. The detection searches exported eDiscovery prompt logs for roleplay keywords like "pretend you are," "act as," "you are now," "amoral," and "roleplay as" in the Subject_Title field. Prompts are categorized into specific impersonation types (AI_Impersonation, Malicious_AI_Persona, Unrestricted_AI_Persona, etc.) to identify attempts to override the AI's safety guardrails through persona injection attacks.
Detects a suspicious sequence of events involving NetScaler ADC or Gateway appliances: anomalous account authentication, followed by the establishment of a VPN or remote access session, and subsequent unusual outbound network activity indicating potential lateral movement or C2 communication from the appliance.
Hunting query, not intended as a scheduled alert.
Tested in a live Sentinel tenant with a test file. Copilot Cowork and Claude Code folder conventions not validated with live events; the Tool column is a label only and does not filter results. Matches files named SKILL.md in OneDrive and SharePoint only; local-only files and marketplace plugin skills are not visible.
Tested in a live Sentinel tenant with a test file. Copilot Cowork and Claude Code folder conventions not validated with live events; the Tool column is a label only and does not filter results. Matches files named SKILL.md in OneDrive and SharePoint only; local-only files and marketplace plugin skills are not visible.
Okta flagged a password as present in a known breach corpus and still issued a session
for the same account within the same hour. Indicates the tenant's sign-on policy is not
enforcing the breached-credential signal and the account is likely under attacker control.
for the same account within the same hour. Indicates the tenant's sign-on policy is not
enforcing the breached-credential signal and the account is likely under attacker control.
This analytic detects mailbox rule creation, a common technique used in Business Email Compromise. It uses a scoring mechanism to identify a combination of attributes often featured in mailbox rules created by attackers. This may indicate that an attacker has gained access to the account.
Detects exploitation attempts against Microsoft SharePoint leveraging the ToolShell exploit chain, as well as subsequent post-exploitation webshell activity involving anomalous 'layoutNsp.aspx' naming conventions. This covers initial exploitation of vulnerabilities such as CVE-2025-49704 and associated variants, followed by the deployment of webshells associated with the ToolShell campaign.
Detects exploitation attempts against Microsoft SharePoint leveraging the ToolShell exploit chain, as well as subsequent post-exploitation webshell activity involving anomalous 'layoutNsp.aspx' naming conventions. This covers initial exploitation of vulnerabilities such as CVE-2025-49704 and associated variants, followed by the deployment of webshells associated with the ToolShell campaign.
Detects a suspicious pattern where a user authenticates to a remote access portal (like Citrix or VPN) without multi-factor authentication (MFA) or with an existing risk flag, followed by a surge in file activity (creation, modification, or renaming of >500 files or >200 distinct files) on the same account within a 24-hour window, potentially indicating compromised credential usage for staging data for exfiltration or ransomware.
Detects LLM application prompts containing instruction-override or role-reassignment keywords combined with evidence of successful system prompt modification or abnormal downstream behavior (e.g., disclosure of internal instructions or sensitive data).
This rule detects potential password spraying activity by monitoring for a single source IP address that targets multiple distinct user accounts with failed authentication attempts. It specifically identifies 'low-and-slow' patterns that may attempt to evade standard lockout thresholds, and flags cases where legacy authentication protocols are utilized, a technique commonly employed to bypass Multi-Factor Authentication (MFA).
Hunting query, not intended as a scheduled alert.
Tested in a live Sentinel tenant with a test file. Copilot Cowork and Claude Code folder conventions not validated with live events; the Tool column is a label only and does not filter results. Matches files named SKILL.md in OneDrive and SharePoint only; local-only files and marketplace plugin skills are not visible.
Tested in a live Sentinel tenant with a test file. Copilot Cowork and Claude Code folder conventions not validated with live events; the Tool column is a label only and does not filter results. Matches files named SKILL.md in OneDrive and SharePoint only; local-only files and marketplace plugin skills are not visible.
This rule monitors for high-impact configuration API calls and the creation of new administrator accounts within the Cisco Secure Firewall Management Center (FMC). These actions are indicative of post-exploitation activity related to CVE-2026-20079, which allows for authentication bypass. The detection focuses on sensitive administrative actions such as policy deployment, certificate exports, and user account creation which, if performed without valid session context, suggest an unauthorized actor.
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