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

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Contact UsSounil Yu is the author and creator of the Cyber Defense Matrix and the DIE Triad, which are reshaping approaches to cybersecurity.
He's a Board Member of the FAIR Institute; senior fellow at GMU Scalia Law School's National Security Institute; guest lecturer at Carnegie Mellon; and advisor to many startups.
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In today's hostile digital landscape, government agencies face a relentless barrage of cyber threats. Furthermore, agencies face a continuing stream of legislative, executive, and oversight recommendations, constantly keeping teams and technologies on their toes. This SANS Solutions Forum equips public sector cybersecurity teams with the essential knowledge to address these challenges and modern threats head-on.
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.
Join us at the 2025 Government Security Forum on July 22nd at 10:00 AM ET to gain intelligence, tools, and real-world strategies needed to defend your agency against next-generation cyber threats. Register for free today!
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