Detections
Explore public detection logic contributed by the community across SIEM and rule languages.
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Browser sign-ins and MFA prompts with medium or high sign-in risk from devices that have no Entra device identity and are not managed or compliant. Hunting query, not an alert.
Detects the creation of application-specific passwords followed by their initial use from unknown or new IP addresses using legacy authentication clients, which may indicate account compromise or persistence establishment.
Detects Azure AD service principal sign-ins utilizing suspicious scripting-related user agents such as curl, python-requests, Wget, or Postman, which may indicate automated scripting, custom tooling, or potential abuse of cloud service accounts.
Detects non-interactive service principal sign-ins originating from an IP address and location never seen for that specific principal over a prior 30-day baseline period, approximating potential misuse of stolen cloud credentials exposed via environment variables.
Correlates a device code flow sign-in event with bulk file downloads from SharePoint or OneDrive by the same user account within a 1-hour window. This behavior can indicate potential account compromise or misuse where an adversary uses device code phishing to authenticate and subsequently exfiltrate sensitive files.
Behavioral hunt for accounts whose non-interactive sign-ins over 30 days are dominated (>=95%) by a single IP using a scripted client (python/aiohttp/httpx/urllib) with no browser. Scripted now requires BOTH no browser AND a scripted user agent, and Microsoft ASN egress is excluded.
Detects VPN connection events where the client hostname contains the string 'kali', which may indicate the use of a penetration testing operating system or a suspicious device connecting to the corporate network via Palo Alto Networks GlobalProtect.
Detects a user account that performs a device code sign-in flow followed by the registration of five or more devices with deceptive names (matching patterns like microsoft- or windows-) within a one day timeframe. This behavior can indicate an adversary establishing persistence or attempting tenant resource exhaustion using compromised accounts.
Detects administrative login to the FortiWeb console from an address without prior
history. Console access permits policy change and signature control, so compromise
of the WAF administrator is equivalent to removing the WAF for every application
behind it.
Onboarding: FORTIWEB is ingested via Syslog (CEF) (Bloo extractor 115).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=authentication where sourcename='FORTIWEB' and action='LOGIN'
| groupby user, srcip
history. Console access permits policy change and signature control, so compromise
of the WAF administrator is equivalent to removing the WAF for every application
behind it.
Onboarding: FORTIWEB is ingested via Syslog (CEF) (Bloo extractor 115).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=authentication where sourcename='FORTIWEB' and action='LOGIN'
| groupby user, srcip
Detects successful non-interactive sign-ins by Entra ID service principals from an IP address and location never seen in the prior 14 days, helping to identify potentially compromised application credentials used from unfamiliar locations.
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.
Users who received a delivered phishing email and then signed in from an IP not seen for them in the prior 30 days within 24 hours. Hunting query, not an alert.
Detects service principal sign-ins involving known compromised application IDs associated with the ConnectWise cloud backup and management supply-chain attack.
Detects administrative login to the ePO console. An ePO administrator can change
protection policy, create exclusions and push software to every managed endpoint —
which makes this account one of the highest-value targets in any estate running it.
Onboarding: TRELLIX-EPO is ingested via RDBMS Log Shipper (Bloo extractor 857).
Integration guide: https://bloo.io/docs/integrations
BQL (Bloo Query Language):
stream=authentication where sourcename='TRELLIX-EPO' and action='LOGIN'
| groupby user, srcip, authproto
protection policy, create exclusions and push software to every managed endpoint —
which makes this account one of the highest-value targets in any estate running it.
Onboarding: TRELLIX-EPO is ingested via RDBMS Log Shipper (Bloo extractor 857).
Integration guide: https://bloo.io/docs/integrations
BQL (Bloo Query Language):
stream=authentication where sourcename='TRELLIX-EPO' and action='LOGIN'
| groupby user, srcip, authproto
Detects authentication to the Barracuda load balancer management interface. Appliance
management accounts are often shared, rarely rotated and seldom covered by the
identity controls applied elsewhere, which makes them a durable route back in.
Onboarding: BARRACUDA-LOADBALANCER is ingested via Syslog (CEF) (Bloo extractor 859).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=authentication where sourcename='BARRACUDA-LOADBALANCER' and action='LOGIN'
| groupby user, srcip, authproto
management accounts are often shared, rarely rotated and seldom covered by the
identity controls applied elsewhere, which makes them a durable route back in.
Onboarding: BARRACUDA-LOADBALANCER is ingested via Syslog (CEF) (Bloo extractor 859).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=authentication where sourcename='BARRACUDA-LOADBALANCER' and action='LOGIN'
| groupby user, srcip, authproto
Detects MFT authentication from a source address without prior history. Transfer
platforms are reached by a small, stable set of partners and internal systems, so
the population of legitimate source addresses is unusually predictable — which makes
a new one unusually meaningful.
Onboarding: GOANYWHERE-MFT is ingested via Syslog (Bloo extractor 850).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=authentication where sourcename='GOANYWHERE-MFT' and action='LOGIN'
| duration 24h
| groupby srcip, user, authproto
platforms are reached by a small, stable set of partners and internal systems, so
the population of legitimate source addresses is unusually predictable — which makes
a new one unusually meaningful.
Onboarding: GOANYWHERE-MFT is ingested via Syslog (Bloo extractor 850).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=authentication where sourcename='GOANYWHERE-MFT' and action='LOGIN'
| duration 24h
| groupby srcip, user, authproto
Detects one endpoint authenticating under several distinct user identities in a short
period. A workstation normally carries one user at a time. Several identities from
one endpoint suggests credential testing, a shared or kiosk device being misused, or
an attacker working through harvested accounts from a single foothold.
Onboarding: CISCO-ISE is ingested via Syslog (KV) (Bloo extractor 196).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=authentication where sourcename='CISCO-ISE' and action='LOGIN'
| duration 1h
| groupby srcip
| select srcip, distinct_count(user)
| having distinct_count_col1 > 4
period. A workstation normally carries one user at a time. Several identities from
one endpoint suggests credential testing, a shared or kiosk device being misused, or
an attacker working through harvested accounts from a single foothold.
Onboarding: CISCO-ISE is ingested via Syslog (KV) (Bloo extractor 196).
Integration guide: https://bloo.io/docs/hypercloud/syslog-connector
BQL (Bloo Query Language):
stream=authentication where sourcename='CISCO-ISE' and action='LOGIN'
| duration 1h
| groupby srcip
| select srcip, distinct_count(user)
| having distinct_count_col1 > 4
Detects authentication succeeding via MAC address where certificate or credential
based 802.1X is expected. MAC addresses are trivially spoofed, so a port falling back
to MAC authentication is a weak point an attacker can walk through by cloning the
address of a permitted device such as a printer or IP phone.
Onboarding: ARUBA-CLEARPASS is ingested via Syslog (CEF) (Bloo extractor 261).
Integration guide: https://bloo.io/docs/integrations/aruba-clearpass
BQL (Bloo Query Language):
stream=authentication where sourcename='ARUBA-CLEARPASS' and action='LOGIN'
| groupby authproto, user, srcip, role
based 802.1X is expected. MAC addresses are trivially spoofed, so a port falling back
to MAC authentication is a weak point an attacker can walk through by cloning the
address of a permitted device such as a printer or IP phone.
Onboarding: ARUBA-CLEARPASS is ingested via Syslog (CEF) (Bloo extractor 261).
Integration guide: https://bloo.io/docs/integrations/aruba-clearpass
BQL (Bloo Query Language):
stream=authentication where sourcename='ARUBA-CLEARPASS' and action='LOGIN'
| groupby authproto, user, srcip, role
Detects successful Azure Active Directory (Entra ID) sign-ins using the device code flow where the originating device is neither registered nor trusted (managed or compliant), which may indicate suspicious authentication attempts or token abuse.
Detects a successful device-code sign-in followed within 60 minutes by non-interactive replay from a different IP AND a persistence action (inbox rule, app consent, device add) from a non-original IP. Persistence is now mandatory (inner join) instead of optional, and the retired AADSignInEventsBeta table is replaced by EntraIdSignInEvents.
Detects a Slack login from a source address without prior history for that account.
A compromised Slack account gives an attacker the organisation's informal channel —
where credentials, links and internal detail are shared far more freely than in
email — and is an effective base for internal phishing.
Onboarding: SLACK is ingested via Slack native connector (Bloo extractor 833).
Integration guide: https://bloo.io/docs/integrations/slack
BQL (Bloo Query Language):
stream=authentication where sourcename='SLACK' and action='LOGIN'
| groupby user, srcip, authproto, reason
A compromised Slack account gives an attacker the organisation's informal channel —
where credentials, links and internal detail are shared far more freely than in
email — and is an effective base for internal phishing.
Onboarding: SLACK is ingested via Slack native connector (Bloo extractor 833).
Integration guide: https://bloo.io/docs/integrations/slack
BQL (Bloo Query Language):
stream=authentication where sourcename='SLACK' and action='LOGIN'
| groupby user, srcip, authproto, reason
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