Case Studies

These are the attacks your current rules are missing right now.

Click on each case study to see more.

Autonomous Hunter
20 IPs. Zero alerts. Invisible brute force.
A distributed brute force campaign ran for weeks through a legacy auth endpoint your SIEM can't see.
Alert Refinery
One of the world's largest MDRs was overrun.
375,000 alerts a month, cleared by more than half, without touching a single detector.
Autonomous Hunter
DCsync attack. Uninvestigated for 35 days.
Two DCsync alerts sat marked "New" for over a month before anyone looked.
Autonomous Hunter
Server 2008 R2. 255 Citrix users. Zero monitoring.
A 17-year-old, end-of-life server was serving hundreds of users daily with no telemetry at all.
Autonomous Hunter
110MB over telnet. Median is 17KB.
Two after-hours transfers, 6,000x the normal size, from a device with almost no login history.
Autonomous Hunter
700 cleartext LDAP binds. 6 accounts exposed.
A management server exposed six service account passwords in plaintext, hundreds of times a day.
Autonomous Hunter
3,625 KMS calls. One admin role.
A 50x spike in AWS KMS calls looked exactly like an attacker exfiltrating data.
Autonomous Hunter
108K DNS queries. 1,129 pass-the-ticket alerts.
A DNS spike and 1,129 Kerberos pass-the-ticket alerts looked like two separate incidents, both resolved automatically with zero analyst hours.
Autonomous Hunter
Invisible LDAP spike. Detected in minutes.
A 100x LDAP query spike from a GitLab EKS node looked exactly like enumeration, but traced to a benign OU expansion in minutes.

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