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

Kick off your SANS Rockville 2026 experience at the Welcome Reception. Be part of this kickoff event and join the industry’s most powerful gathering of cybersecurity professionals. Share stories, make connections, and learn how to make the most of your week in Rockville. Come join your instructors and fellow students for a fun, relaxed evening. Beverages (adult and otherwise) and small bites will be included.
The integration of AI in application development promises to revolutionize cybersecurity assessments. Machine learning algorithms will automate vulnerability discovery, enabling real-time identification and exploitation of security weaknesses. AI-powered tools will adapt to evolving threat landscapes, learning from each engagement to improve accuracy and coverage.
AI is a major topic of discussion today—and rightfully so. But for those of us in cyber security, it's crucial not only to understand how to use AI for security, but also to recognize the threats targeting AI models, their ecosystems, and how to defend and secure them effectively.