OWASP LLM Top 10 ; The Attack Surface Map
Every item in the OWASP LLM Top 10 with real exploit techniques, severity context, and what a red teamer actually does with each one.
The OWASP LLM Top 10, prompt injection weaponization, jailbreaking taxonomies, agent hijacking, and the MCP attack frontier.
Every item in the OWASP LLM Top 10 with real exploit techniques, severity context, and what a red teamer actually does with each one.
The primary AI attack class: direct injection, indirect injection, multi-modal injection, and building injection test suites that cover real attack scenarios.
Systematic jailbreaking: attack categories, automated red teaming with garak and PyRIT, and what actually works on production models.
When agents can take actions, prompt injection becomes code execution. Goal hijacking, memory poisoning, tool abuse, and the cascading failure problem in multi-agent systems.
The emerging attack frontier: malicious MCP servers, tool schema poisoning, rug-pull attacks, and why connecting your AI to the internet is harder than it looks.