Overview
Get oriented: what GenAI Security Lab is, how a lab works, and where to click first.
What GenAI Security Lab is
GenAI Security Lab is a hands-on AI security training platform. You exploit real, deliberately-vulnerable LLM, RAG, and agent applications running against live models — then prove your fix holds. Nothing here is theoretical: you find the flaw yourself, in an application built to hide it. Every lab runs the same loop: Attack → Defend → Verify.
Two lab shapes
Chat labs put you in a conversation with a vulnerable assistant. You look for the phrasing, framing, or context that makes it say or do something it shouldn't.
Container target-app labs drop you into a full web app running in a browser sandbox, with real sinks — a database, mail, tools, sometimes an agent of its own. See Lab types for the full breakdown.
Built to be brokenEvery target is vulnerable by design and fully sandboxed. There's nothing here to protect except the objective in front of you.
200+ labs, one map
200+ live labs map to the OWASP LLM Top 10 (2026 edition), plus dedicated MCP and agentic categories for tool-using and multi-agent systems — mapped as thoroughly as everything else if you build with tools or agents. Layered on top is a difficulty ladder — Beginner, Intermediate, Advanced, Expert — so you always know what you're walking into. Each category holds labs across the whole ladder, from a first Beginner lab up to Expert.
Filter the catalogue by category or by rung, and the same map keeps you oriented as the labs get harder. See the full OWASP mapping.
Tracks and paths
Labs group into two tracks: Offensive, where you attack, and Defensive, where you build and pressure-test defenses. Guided learning paths sequence labs into a curriculum, and pair each one with a short concept video that sets up the idea before you meet it in a live target.
Want structure? Start a path in your track of choice. Already know what you want to practice? Jump straight into a lab from the catalogue.
Pick your route
Where you go next depends on why you're here. Each option below gets you moving in one click.
- Learning on your own — start with Your first lab.
- Rolling this out to a team — see Inviting members.
- Working toward the certification — read the GSCP overview.
However you start, the objective in front of you works the same way every time.