Live global attack telemetry

Real-time visibility into
AI-driven cyber attacks

From the world's largest dedicated threat-intelligence network — rebuilt as the living training ground for SANS SEC590, where practitioners learn to build, wield, and supervise autonomous offensive agents.

Live Attacks ▸ Explore SEC590

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The Course

SEC590 — AI-Driven Penetration Testing

Students arrive knowing little about AI and leave as practitioners who build custom pentest agents, orchestrate autonomous assessments, and supervise AI-driven operations. Fifty-fifty lecture and labs, five days.

Build, don't observeAutonomous harnessesAgent supervisionGovernance

Pedram AminiAuthor · Day 1

Adrian WoodAuthor · Day 2

Full curriculum ▸

Day 1Attack surfaces for AI pentesting

Day 2AI pentest harnesses

Day 3Getting it right — trust & false findings

Day 4Autonomous operations

Day 5Supervise & govern

Resources · kept current

The AI Pentest Tool Index

A curated, continuously-maintained inventory of the open-source AI offensive-security landscape — synced weekly from the SEC590 research pipeline.

Browse the index ▸

Real-time visibility intoAI-driven cyber attacks

SEC590 — AI-Driven Penetration Testing

The AI Pentest Tool Index

Real-time visibility into
AI-driven cyber attacks