
Learn to Hack AI Systems Before Someone Else Does
Linux Foundation Education has launched Offensive AI Exploits and Security (LFWS320), a new, 1-day, instructor-led workshop for security professionals who need real offensive skills for LLM-powered applications. AI is being integrated into production faster than security practices can keep up, and LLM-specific vulnerabilities are fundamentally different from classic web vulnerabilities. They require dedicated offensive knowledge to find, exploit, and fix.
The OWASP® Top 10 for LLM Applications defines the attack surface. This course teaches you to exploit every entry on that list. Penetration testers, red teamers, AppSec engineers, and AI/ML developers will all leave with the practical skills to assess AI systems they encounter every day, and the credentials to prove it.
Offensive AI Exploits and Security (LFWS320) covers 10 escalating attack scenarios across a full day of hands-on labs: RAG prompt injection, guardrail bypasses, IP/header spoofing, agent tool-calling abuse, webhook SSRF, multi-modal vision attacks, memory poisoning, function-calling schema confusion, customer support AI exploitation, and multi-agent pipeline poisoning. All labs are cloud-hosted and ready to go. All you need is a laptop.
By the end of Offensive AI Exploits and Security (LFWS320), you will be able to assess LLM-powered applications, run targeted red-team exercises against AI systems, and advise teams on LLM-native defenses. You will also earn a Linux Foundation digital badge to verify your skills and stand out in one of the fastest-growing specializations in security.
