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AI Security Labs & CTFs

7

7 hands-on practice environments for AI red teaming and prompt injection, with difficulty ratings from beginner to advanced

PromptTrace

Hands-on prompt injection labs with real LLMs, a Gauntlet CTF, and a layered Context Trace where protected values may be redacted.

prompt-injectionrag-poisoningtool-exploitation+1

Gandalf

Wargame-style challenge where players must trick an LLM into revealing secret passwords across progressively harder levels.

wargameprompt-injectiongamified

Damn Vulnerable LLM Agent

Intentionally vulnerable AI agent designed for practicing LLM exploitation techniques.

vulnerable-agentexploitationpractice

Vulnerable MCP Servers Lab

Collection of 9 labs covering path traversal, RCE, prompt injection, and supply-chain attacks on MCP.

mcprcepath-traversal+1

LLM CV Screener Lab

Vulnerable recruitment application for experimenting with direct and indirect prompt injection in LLM-assisted CV screening.

hr-agentresume-screeningprompt-injection

DevOps Attack Surface Lab

Hands-on lab exploring pipeline security and privilege escalation vectors in CI/CD environments.

devopspipeline-securityprivilege-escalation

AWSGoat

Deliberately vulnerable AWS cloud infrastructure for practicing cloud security exploitation.

awscloud-securityvulnerable-infra

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