Detections

Explore public detection logic contributed by the community across SIEM and rule languages.

292 detections

Detects successful Palo Alto GlobalProtect VPN authentications where no Multi-Factor Authentication (MFA) challenge or related text is recorded in the firewall logs, and no corresponding successful MFA sign-in event is found in Entra ID (SigninLogs).
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ills3c Intel&Coffee@Ills3C
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Detections.ai Community
5 days ago
307
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.
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ills3c Intel&Coffee@Ills3C
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Detections.ai Community
12 days ago
1017
Detects a threat raised by Zscaler Private Access. Because ZPA mediates every
connection to an internal application, a threat on a session means hostile activity
reaching private applications from a device that already passed authentication —
which points at the endpoint rather than the perimeter.

Onboarding: ZSCALER-SPA is ingested via the Zscaler connector (Bloo extractor 176).
Integration guide: https://bloo.io/docs/integrations

BQL (Bloo Query Language):

stream=threat where sourcename='ZSCALER-SPA' and action='THREAT_DETECTED'
| groupby user, srcip, threat
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Siddhant Mishra@Siddhant
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Bloo SpecterForce
7 days ago
000
Detects users authenticating to SAP via Dialog Logons from IP addresses that are outside of approved network ranges and RFC1918 internal networks, potentially indicating unauthorized or external access.
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Google SecOps@GoogleSecOps
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Google SecOps Detection Rules
11 days ago
000
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.
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Arnold Chan@slaz
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Detections.ai Community
29 days ago
8040
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.
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Arnold Chan@slaz
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Detections.ai Community
28 days ago
9019
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.
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Arnold Chan@slaz
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Detection & Hunting Community
1 month ago
14034
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.
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Arnold Chan@slaz
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Detections.ai Community
29 days ago
8019
Detects inbound network connections to NetScaler ADC management console interfaces (nsconfig, NetScaler AAA) from untrusted, external IP addresses. This rule identifies internet-facing exposure of critical management infrastructure, which is a common prerequisite for exploiting vulnerabilities such as CVE-2026-88771.
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Ibrahim Saud@tektrix
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Detections.ai Community
1 month ago
23020
This rule detects potentially compromised accounts by correlating risky Entra ID sign-ins to Citrix NetScaler with subsequent VPN session establishment followed by rapid, high-volume outbound connection activity from the source IP address. This pattern is indicative of a threat actor using compromised credentials to gain access via VPN and immediately perform internal network scanning or data staging.
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Arnold Chan@slaz
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Detections.ai Community
28 days ago
2010
Detects potential misuse of SSH credentials by identifying successful SSH logins from source IP addresses that have not been observed in the previous 14 days, or successful SSH logins occurring within one hour of an authorized_keys file modification on the same host. This combination of behaviors is indicative of an adversary establishing or using persistence via SSH key manipulation.
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Ankit Mehta@Secvyn
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SlimKQL
27 days ago
1006
Detects anomalous lateral movement behavior where a successful NetScaler VPN or gateway session is followed immediately by internal remote service logons (RDP, SSH, WinRM) or network connections from the same source IP. This pattern is indicative of potential exploitation of Citrix NetScaler vulnerabilities (e.g., CVE-2026-88771, CVE-2026-88772) or credential abuse to move laterally into the internal environment.
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Ibrahim Saud@tektrix
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Detections.ai Community
1 month ago
209
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.
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Arnold Chan@slaz
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Midnight Slayer
1 month ago
209
This rule detects potential brute-force activity against remote access services (OpenVPN, StrongSwan, WireGuard, and SSH) on Linux hosts by monitoring Syslog for patterns indicating repeated failed authentication attempts. It further highlights instances where a burst of failed attempts is followed by a successful authentication for the same source IP, indicating a potential successful compromise.
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Ankit Mehta@Secvyn
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Detections.ai Community
27 days ago
204
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.
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Arnold Chan@slaz
Defender - KQL
1 month ago
808
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.
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Arnold Chan@slaz
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Detections.ai Community
1 month ago
008
This rule detects potentially compromised accounts by correlating risky Entra ID sign-ins to Citrix NetScaler with subsequent VPN session establishment followed by rapid, high-volume outbound connection activity from the source IP address. This pattern is indicative of a threat actor using compromised credentials to gain access via VPN and immediately perform internal network scanning or data staging.
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Arnold Chan@slaz
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Midnight Slayer
28 days ago
104
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.
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Arnold Chan@slaz
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Hunters
1 month ago
107
This rule detects potentially compromised accounts by correlating risky Entra ID sign-ins to Citrix NetScaler with subsequent VPN session establishment followed by rapid, high-volume outbound connection activity from the source IP address. This pattern is indicative of a threat actor using compromised credentials to gain access via VPN and immediately perform internal network scanning or data staging.
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Arnold Chan@slaz
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Detection & Hunting Community
28 days ago
003
Detects potential misuse of SSH credentials by identifying successful SSH logins from source IP addresses that have not been observed in the previous 14 days, or successful SSH logins occurring within one hour of an authorized_keys file modification on the same host. This combination of behaviors is indicative of an adversary establishing or using persistence via SSH key manipulation.
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Ankit Mehta@Secvyn
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Detections.ai Community
27 days ago
002
This rule detects successful authentication events for remote access applications (VPN, RDP, Azure AD App Proxy) where the source IP address or ASN has not been observed in the user's login history within the preceding 14 days. This behavior is indicative of potential account takeover using compromised credentials sourced from infostealers or other credential-harvesting activities.
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Ibrahim Saud@tektrix
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Detections.ai Community
28 days ago
102
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