SEC536: Adversarial AI - Penetration Testing AI Systems


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AI is changing how security operations centers work, and the role of the SOC analyst is changing with it. Tasks that once required hours of manual investigation can increasingly be assisted by AI, while new tools, workflows, and expectations are reshaping what analysts need to know to be effective. But how much of the analyst's job is actually changing? Which skills will become more important as AI takes on more of the work? And which fundamentals remain essential, regardless of how sophisticated our tools become?
Join SANS instructor and SEC450 course author John Hubbard for a practical discussion of what the modern SOC analyst needs to succeed. We'll explore how AI is changing everyday SOC workflows, where it can help and where it can lead analysts astray, and why understanding the fundamentals of security analysis remains critical.
We'll also introduce the latest updates to SEC450, including new coverage of AI concepts and workflows, and explain how the course is evolving to prepare analysts for today's security operations environment.
Who should attend?
Learning objectives:
This session supports concepts from the SANS SEC450: AI-Enabled Security Operations: Hands-on Investigation, Detection, and Automation. To learn more about this courses, browse upcoming course runs, and access a wide range of free Cyber Defense tools and resources, Click Here!


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.
Read more about John Hubbard