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Javan Rasokat and Andra Lezza -- When Chatbots Go Rogue - Lessons Learned from Building and Defending LLM Applications
What happens when teams add large language models to real applications and discover that familiar AppSec controls are no longer enough? Andra Lezza and Javan Rasokat share lessons from building, breaking, and defending LLM-enabled systems at Sage and presenting their findings at DEF CON. They compare prompt injection with SQL injection, explain AI red teaming, and unpack hallucinations, retrieval-augmented generation, grounding, and model safeguards. The conversation also examines corporate data leaking through prompts, the limits of trusting model providers, and how the OWASP Top 10 for LLM…
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