The attack surface SEC590 teaches you to assess with autonomous agents — and the territory NorseStar's fiction pretends to defend.
Outside-in discovery and the exposed edge, mapped the way an agent would.
Applications, build systems, and the GitHub Actions long game.
The newest soft target: chatbots, gateways, and the people around them.
AI-Driven Penetration Testing. Five days, fifty-fifty lecture and labs. Students enter knowing little about AI and leave building custom pentest agents and supervising autonomous operations.
A curated inventory of the open-source AI offensive landscape, drawn each week from the SEC590 research pipeline.
| Tool | Category | Stars | Δ 7 Days |
|---|---|---|---|
| HexStrike-AI | MCP · 150+ tools | 8.9k | +412 |
| Strix | Autonomous · web | 6.1k | +288 |
| PentestGPT | Guided assistant | 9.4k | +77 |
| CAI | Framework · REPL | 3.7k | +154 |