SEC536: Adversarial AI - Penetration Testing AI Systems


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Viswanath “Vis” Chirravuri brings more than 20 years of cybersecurity and product security experience to the fast-moving intersection of AI security, application security, DevSecOps, and software supply chain security. A SANS Certified Instructor Candidate for SEC545: GenAI and LLM Application Security and the author of SEC546: Securing Agentic AI, and Chief AI Security Governance at Thales Cyber and Digital, he helps students connect GenAI and LLM application security to the realities of product security, secure software development, cloud security, and AI/ML lifecycle governance.
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This talk takes a deep dive into prompt injection by unpacking what prompts are, where they come from, and why untrusted instructions hidden in user input, external content, tools, and memory can fundamentally alter AI behavior.

Attendees will walk away with a clear mental model of where AI accelerates AppSec, where AI must be defended, and how to adopt vendor AI responsibly, all supported by open-source frameworks and ready to use resources.

Agentic AI doesn’t just answer, it acts. This session will give leaders and defenders a starting point to enable agents safely, combining policy, culture, and technical controls like gateways, guardrails, sandboxing, and runtime governance.

This webcast explores the evolution of machine learning context-based prompting, RAG, Agentic AI, and fine-tuning and associated risks.
