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


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Secure Your Fortress: Tools, Tactics, and Tradecraft for 2026 brings together SANS Cyber Defense instructors and practitioners to share what’s actually working in today’s defensive environments and what defenders need to be ready for next.
Designed for cybersecurity professionals at all levels, this live online event focuses on the tools defenders rely on, the tactics attackers are using right now, and the tradecraft that helps security teams detect, respond, and adapt more effectively.
Sessions are grounded in real-world experience and designed to give attendees practical takeaways they can apply immediately, whether they work in a SOC, blue team, incident response, engineering, or security leadership role.
Attendees will gain insight into modern attack techniques, hands-on defensive approaches, and emerging challenges shaping cyber defense in 2026.
What to Expect:
Whether you’re refining existing defenses or looking to stay ahead of what’s coming next, Secure Your Fortress delivers clear, relevant guidance to help defenders navigate an increasingly complex threat environment.


John is a Senior SANS Instructor and SOC consultant, author of SEC450 and LDR551. With deep SOC leadership experience, GIAC certifications, and hands-on labs, he equips cyber defenders with the skills to hunt, detect, and lead resilient operations.
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Rich Greene, SANS Senior Solutions Engineer and SEC301 author, brings 20+ years of cyber operations and teaching experience to the classroom. With 15+ GIAC certifications and a passion for mentorship, he equips defenders with real-world confidence and skill.
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