SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals


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This SANS@Night talk explores how Application Security is transforming in the age of agentic AI, organized around three practical themes: applying AI to strengthen traditional AppSec tools like SAST, SCA, DAST, and WAF through agentic workflows and reusable skills; securing AI systems themselves, including chatbots, RAG pipelines, single and multi-agent architectures, and MCP servers, with defense in depth controls such as guardrails, prompt spotlighting, and human in the loop approvals; and governing the secure use of vendor AI through structured assessments and trusted agentic coding backed by OWASP standards.
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.


Viswanath Srinivasan Chirravuri (aka Vis or Vasu) is a cybersecurity and product security leader with over 20 years of experience in enterprise-wide security strategy, governance, and innovation.
Read more about Viswanath (Vis) ChirravuriJoin us for an unparalleled learning experience delivered by world-renowned cybersecurity instructors. SANS AI Security Training August 2026, benefit from real-time access to industry experts, immersive training sessions, and industry-leading hands-on labs - all from the comfort of your own environment.
