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


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The future of security operations is here — and it’s powered by automation, AI, and relentless purple teaming. In this exclusive webcast, course authors Jeroen Vandeleur and Jason Ostrom unveil the groundbreaking updates to SEC598: AI and Security Automation for Red, Blue, and Purple Teams.
Join us as we explore how the course's 2025 refresh brings a 40% overhaul with deep integration of GenAI, LLMs, and Agentic AI across red, blue, and purple team workflows. Get a behind-the-scenes look at new hands-on labs covering autonomous red team agents, cloud-native detection pipelines, SOAR automation, and LLM-powered detection-as-code. You'll also see how continuous adversary emulation and AI-driven response workflows come together to build faster, smarter, and more resilient security operations.
Whether you're building offensive automation, deploying detection engineering pipelines, or scaling AI-enhanced SOC operations — this session will show you how SEC598 delivers the modern skills your team needs to stay ahead.
Jason Ostrom has revolutionized cybersecurity by developing open-source tools like PurpleCloud and Automated Emulation, enabling scalable adversary emulation in cloud environments.
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Jeroen Vandeleur brings NVISO field experience and a pragmatic automation mindset to SEC598, helping students apply AI, security monitoring, and purple-team workflows to real operational challenges.
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