SEC536: Adversarial AI - Penetration Testing AI Systems


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As large language models (LLMs) like Microsoft Copilot become embedded in enterprise workflows—from search and summarization to project tracking—they introduce a new frontier of risk: the inadvertent oversharing of sensitive information. Traditional data governance approaches, built around static controls and classification, are no longer sufficient when AI can infer sensitive insights from benign data. Join this webcast to explore how Knostic is redefining access and identity management for the AI era with a knowledge-centric approach that emphasizes not just who has access, but who needs access. Discover how their innovative methodology—grounded in need-to-know principles, role-based knowledge segmentation, and intent-aware access policies—creates an intelligent, scalable framework for controlling AI-generated knowledge sharing.
Don’t miss this opportunity to rethink your AI readiness strategy and learn how governance must evolve to keep pace with the knowledge age—turning the “department of NO” into the “department of KNOW.”


Kevin Garvey brings incident response, vulnerability management, threat intelligence, SOC, and leadership experience to SANS training, helping students connect security management concepts to real decisions teams and businesses need them to make.
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Sounil Yu is the Founder and CTO of Knostic, and a leading voice in AI cybersecurity innovation. He is the creator of the Cyber Defense Matrix and the DIE Resiliency Framework.
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