Detections
Explore public detection logic contributed by the community across SIEM and rule languages.
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Detects hosts exhibiting multiple persistence mechanisms (Run keys, Scheduled Tasks, and Windows Services) within a short timeframe, indicating potential adversary persistence setup.
Lists accounts that still sign in successfully with Authenticated SMTP over the last 30 days. Microsoft plans to disable Basic auth for SMTP AUTH by default for existing tenants at the end of December 2026.
Rows come from SigninLogs and AADNonInteractiveUserSignInLogs, grouped per account with source IP count, apps and first and last seen.
Triage: Find the owner of each account, then move the sender to OAuth or a mail relay before the change. Inventory query, not an alert.
Limitations: Covers only sign-ins that reach the logs. Cross check with the Exchange admin center SMTP AUTH Clients Submission Report, which keeps 90 days.
Rows come from SigninLogs and AADNonInteractiveUserSignInLogs, grouped per account with source IP count, apps and first and last seen.
Triage: Find the owner of each account, then move the sender to OAuth or a mail relay before the change. Inventory query, not an alert.
Limitations: Covers only sign-ins that reach the logs. Cross check with the Exchange admin center SMTP AUTH Clients Submission Report, which keeps 90 days.
Detects external inbound FortiGate Fabric Management Protocol (FGFM) traffic on TCP port 541 followed by a FortiGateCloud administrative configuration download, backup, or running-config event on the same FortiGate device within a one-hour window, potentially indicating unauthorized configuration access or device compromise.
Detects the creation of persistence artifacts associated with the 'gh-token-monitor' service utilized by the Shai-Hulud worm across Linux systemd user services, macOS LaunchAgents, and Windows scheduled tasks or local application directories. This service acts as a dead-man's switch designed to wipe the user's home directory if the stolen GitHub token is revoked.
Detects creation of Windows registry hive files (ntuser.dat or UsrClass.dat) outside the expected user profile path hierarchy. LegacyHive writes a modified ntuser.dat to a GUID-named staging directory at C:\\ root (e.g. C:\\{GUID}\\ntuser.dat) and copies UsrClass.dat there as well to set up the oplock-based race condition. Any hive file materialising outside C:\\Users\\ or C:\\Windows\\ is a strong indicator of this exploit chain or equivalent offline hive manipulation.
Detects creation or modification of cron entries on the BeyondTrust
Remote Support / Privileged Remote Access appliance. After exploiting the pre-auth
vulnerability, attackers establish recurring execution for persistence and C2
beaconing via cron (T1053.003) on the Linux-based appliance.
Follows CISA's urgent patch advisory for BeyondTrust appliances.
Remote Support / Privileged Remote Access appliance. After exploiting the pre-auth
vulnerability, attackers establish recurring execution for persistence and C2
beaconing via cron (T1053.003) on the Linux-based appliance.
Follows CISA's urgent patch advisory for BeyondTrust appliances.
Detects Play-style lateral movement via Group Policy: an executable (.exe/.dll) written to a SYSVOL/GPO path by the same non-machine account that modified a GPO in the same 30-minute window. Attackers use this to push ransomware or Cobalt Strike/SystemBC payloads domain-wide.
The following analytic detects "cldapi.dll" being loaded by a process not associated with legitimate cloud sync activity.
The Windows Cloud Files API (cldapi.dll) is abused by several local privilege escalation exploits.
The Windows Cloud Files API (cldapi.dll) is abused by several local privilege escalation exploits.
Detects process execution where a shell (such as bash, zsh, cmd, or powershell) is spawned by a skill or openclaw process, and subsequently performs download activities (e.g., using curl, wget, invoke-webrequest) or establishes persistence (e.g., via cron, systemd, registry run keys, schtasks).
Detects successful Google Workspace logins from an IP address or user agent not previously seen for the user within a 24-hour window.
Detects a role change in Zendesk. An administrator can read every ticket, export
data, alter automations and add agents — and support platforms are a favoured
target for social engineering precisely because agents are trained to be helpful to
strangers.
Onboarding: ZENDESK is ingested via NXLog (Bloo extractor 831).
Integration guide: https://bloo.io/docs/hypercloud/zendesk-connector
BQL (Bloo Query Language):
stream=iam where sourcename='ZENDESK' and action='USER_UPDATED'
| groupby user, targetuser, role
data, alter automations and add agents — and support platforms are a favoured
target for social engineering precisely because agents are trained to be helpful to
strangers.
Onboarding: ZENDESK is ingested via NXLog (Bloo extractor 831).
Integration guide: https://bloo.io/docs/hypercloud/zendesk-connector
BQL (Bloo Query Language):
stream=iam where sourcename='ZENDESK' and action='USER_UPDATED'
| groupby user, targetuser, role
Detects authentication to the BIG-IP management interface. These interfaces should
be reachable only from a management network; a login from anywhere else indicates
either an exposure that should not exist or an attacker who has already reached the
management plane.
Onboarding: F5BIGIP is ingested via Syslog (Bloo extractor 81).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=authentication where sourcename='F5BIGIP' and action='LOGIN'
| groupby user, srcip, authproto
be reachable only from a management network; a login from anywhere else indicates
either an exposure that should not exist or an attacker who has already reached the
management plane.
Onboarding: F5BIGIP is ingested via Syslog (Bloo extractor 81).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=authentication where sourcename='F5BIGIP' and action='LOGIN'
| groupby user, srcip, authproto
Detects a role change on the Mimecast platform. A gateway administrator can read
quarantined mail, release held messages and alter policy — so this grant provides
both access to content and the ability to control what the organisation receives.
Onboarding: MIMECAST is ingested via Syslog (KV) (Bloo extractor 161).
Integration guide: https://bloo.io/docs/hypercloud/mimecast-connector
BQL (Bloo Query Language):
stream=authentication where sourcename='MIMECAST' and action='ROLE_UPDATED'
| groupby user, srcip, reason
quarantined mail, release held messages and alter policy — so this grant provides
both access to content and the ability to control what the organisation receives.
Onboarding: MIMECAST is ingested via Syslog (KV) (Bloo extractor 161).
Integration guide: https://bloo.io/docs/hypercloud/mimecast-connector
BQL (Bloo Query Language):
stream=authentication where sourcename='MIMECAST' and action='ROLE_UPDATED'
| groupby user, srcip, reason
Detects modification of a monitored file on a Centrify-managed Linux host. File
integrity events on Unix servers catch tampering with configuration, authorised keys
and service definitions — the common Linux persistence routes, which leave no
registry trace and no Windows-style artefact.
Onboarding: CENTRIFY-AUDITTRAIL-LINUX is ingested via Syslog (KV) (Bloo extractor 822).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=iam where sourcename='CENTRIFY-AUDITTRAIL-LINUX' and action='FILE_MODIFIED'
| groupby user, targetuser, domain
integrity events on Unix servers catch tampering with configuration, authorised keys
and service definitions — the common Linux persistence routes, which leave no
registry trace and no Windows-style artefact.
Onboarding: CENTRIFY-AUDITTRAIL-LINUX is ingested via Syslog (KV) (Bloo extractor 822).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=iam where sourcename='CENTRIFY-AUDITTRAIL-LINUX' and action='FILE_MODIFIED'
| groupby user, targetuser, domain
Detects a privilege change recorded by Centrify on a Linux server. Centrify brokers
privileged access to Unix estates, so it sees elevation decisions that native auditd
may record only partially — and in many estates it is the only consistent record
across heterogeneous Linux and AIX systems.
Onboarding: CENTRIFY-AUDITTRAIL-LINUX is ingested via Syslog (KV) (Bloo extractor 822).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=iam where sourcename='CENTRIFY-AUDITTRAIL-LINUX'
and action='PRIVILEGE_CHANGED'
| groupby user, targetuser, role, domain
privileged access to Unix estates, so it sees elevation decisions that native auditd
may record only partially — and in many estates it is the only consistent record
across heterogeneous Linux and AIX systems.
Onboarding: CENTRIFY-AUDITTRAIL-LINUX is ingested via Syslog (KV) (Bloo extractor 822).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=iam where sourcename='CENTRIFY-AUDITTRAIL-LINUX'
and action='PRIVILEGE_CHANGED'
| groupby user, targetuser, role, domain
Detects heartbeat and synchronisation events in Secret Server. Heartbeat verifies a
stored credential still works on the target. Repeated failures mean the credential
has changed outside the vault — which happens when an attacker rotates it to lock the
organisation out of its own privileged account.
Onboarding: SECRET-SERVER is ingested via Syslog (CEF) (Bloo extractor 844).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=secretserver-secret where sourcename='SECRET-SERVER'
and action in ('HEARTBEAT', 'SYNCHRONIZED')
| duration 1h
| groupby user, file, filetype
stored credential still works on the target. Repeated failures mean the credential
has changed outside the vault — which happens when an attacker rotates it to lock the
organisation out of its own privileged account.
Onboarding: SECRET-SERVER is ingested via Syslog (CEF) (Bloo extractor 844).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=secretserver-secret where sourcename='SECRET-SERVER'
and action in ('HEARTBEAT', 'SYNCHRONIZED')
| duration 1h
| groupby user, file, filetype
Detects an account being unlocked through Centrify on Windows. Lockout is often the
only visible consequence of a password-guessing attempt; an unlock immediately
afterwards either restores a locked-out colleague or, if performed by the attacker
who caused it, clears the obstacle so guessing can continue.
Onboarding: CENTRIFY-AUDITTRAIL-WINDOWS is ingested via Syslog (KV) (Bloo extractor 821).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=iam where sourcename='CENTRIFY-AUDITTRAIL-WINDOWS' and action='USER_UNLOCKED'
| groupby user, targetuser, domain, role
only visible consequence of a password-guessing attempt; an unlock immediately
afterwards either restores a locked-out colleague or, if performed by the attacker
who caused it, clears the obstacle so guessing can continue.
Onboarding: CENTRIFY-AUDITTRAIL-WINDOWS is ingested via Syslog (KV) (Bloo extractor 821).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=iam where sourcename='CENTRIFY-AUDITTRAIL-WINDOWS' and action='USER_UNLOCKED'
| groupby user, targetuser, domain, role
Detects scheduled task creation observed through ADAudit Plus. Scheduled tasks are a
long-standing persistence and remote execution mechanism, and seeing them at the
directory audit layer catches creation across the domain rather than host by host.
Onboarding: MANAGE-ENGINE-ADAUDIT-PLUS is ingested via Syslog (KV) (Bloo extractor 830).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=win-audit where sourcename='MANAGE-ENGINE-ADAUDIT-PLUS'
and action='TASK_CREATED'
| groupby user, object, commandline, domain
long-standing persistence and remote execution mechanism, and seeing them at the
directory audit layer catches creation across the domain rather than host by host.
Onboarding: MANAGE-ENGINE-ADAUDIT-PLUS is ingested via Syslog (KV) (Bloo extractor 830).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=win-audit where sourcename='MANAGE-ENGINE-ADAUDIT-PLUS'
and action='TASK_CREATED'
| groupby user, object, commandline, domain
Detects use of a credential seeded by the deception platform. Decoy credentials are
planted where an intruder will find them — in memory, in config files, in browser
stores — and are never issued to a person, so any use proves both that credential
theft occurred and that the attacker has begun using what they stole.
The source address on the use tells you where the attacker is operating from, which
is usually a host you did not yet know was involved.
Onboarding: SMOKESCREEN is ingested via Syslog (CEF) (Bloo extractor 206).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=threat where sourcename='SMOKESCREEN' and action='THREAT_DETECTED'
and user != ''
| groupby user, srcip, dstip, threat
planted where an intruder will find them — in memory, in config files, in browser
stores — and are never issued to a person, so any use proves both that credential
theft occurred and that the attacker has begun using what they stole.
The source address on the use tells you where the attacker is operating from, which
is usually a host you did not yet know was involved.
Onboarding: SMOKESCREEN is ingested via Syslog (CEF) (Bloo extractor 206).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=threat where sourcename='SMOKESCREEN' and action='THREAT_DETECTED'
and user != ''
| groupby user, srcip, dstip, threat
Detects retrieval of a privileged credential from the PAM360 vault outside normal
working hours. Credential checkout is the moment privileged access actually begins,
and an out-of-hours retrieval with no corresponding change ticket is the earliest
reliable indicator of vault misuse.
Tune the window to the customer's working pattern before deployment; a global estate
will need per-region hours rather than a single range.
Onboarding: PAM360 is ingested via Syslog (Bloo extractor 879).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=iam where sourcename='PAM360' and action='PASSWORD_RETRIEVED'
| groupby user, targetuser, srcip, role
working hours. Credential checkout is the moment privileged access actually begins,
and an out-of-hours retrieval with no corresponding change ticket is the earliest
reliable indicator of vault misuse.
Tune the window to the customer's working pattern before deployment; a global estate
will need per-region hours rather than a single range.
Onboarding: PAM360 is ingested via Syslog (Bloo extractor 879).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=iam where sourcename='PAM360' and action='PASSWORD_RETRIEVED'
| groupby user, targetuser, srcip, role
Detects the removal of user accounts from a specific sensitive Microsoft Entra ID group, which may indicate unauthorized group membership changes or potential privilege escalation activities.
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