endpoint security

Hands-on guide to AI-driven Linux endpoint defense: turn on high-signal auditd telemetry, install via apt/dnf/zypper, train a lightweight Isolation Forest on your host’s audit logs, then score executions in real time with a systemd-backed Python service. Receive JSON alerts, optionally quarantine unknown binaries or block UIDs, and maintain via periodic retraining—open source, minimal deps, privacy-first, augmenting rules to catch novel behavior.