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


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The updated SEC599: Defeating Advanced Adversaries – Purple Team Tactics & Kill Chain Defenses builds on the course’s strong foundation, while incorporating cutting-edge updates that reflect today’s adversaries, tools, and enterprise environments.
This is not a course reboot, it's an evolution, shaped by real-world feedback, new threat intelligence, and a desire to deepen critical skill areas like detection engineering, automation, and threat-informed defense.
Still There – Because It Worked
We’ve preserved the key components that made SEC599 stand out:
What’s New and Improved
Foundational Enhancements
Modern Purple Teaming
Attack Techniques & Payloads
Persistence, C2 & Threat Hunting
Active Directory and Privilege Escalation
Threat Intel, Incident Response, and Ransomware
To learn more, explore upcoming sessions, and access your FREE preview of SEC599: Defeating Advanced Adversaries – Purple Team Tactics & Kill Chain Defenses, click here!


Train with Erik Van Buggenhout, SANS instructor and NVISO co-founder, and develop hands-on skills in purple teaming, adversary emulation, and detection engineering to continuously improve detection, response, and real-world cyber defense.
Read more about Erik Van Buggenhout