SEC536: Adversarial AI - Penetration Testing AI Systems


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Your vulnerability program has gotten very good at one question: how likely is this to be exploited? CVSS, EPSS, KEV...years of maturity spent sharpening the same half of the risk equation. Then AI arrived and started chaining low-severity findings into full compromises at machine speed, turning "unlikely" into "inevitable." The precision we worked a decade to build is becoming table stakes overnight.
This session takes you to the half of the equation the industry quietly skipped and to a real enterprise that ignored severity scores entirely and came out ahead. You may not be as mature as your dashboards suggest. Come find out where you actually stand.


My-Ngoc Nguyen brings 25 years of IT and cybersecurity experience to SANS leadership training, helping students connect risk, compliance, governance, people, process, and technology to the security decisions they face at work.
Read more about My-Ngoc NguyenAs one of SANS’ most anticipated annual events, CDI 2026 offers a flagship training experience in D.C. Join top-tier instructors for cutting-edge courses. This is the definitive end-of-year training event—designed for defenders ready to level up.