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

This workshop builds on how recent regulations passed would shape our ICS/OT cybersecurity landscape for the next decade and further explores how to prepare your organization for both an increase in industrial cyber risk—and compliance risk.
This workshop will demonstrate how to build or migrate towards a resilient ICS network architecture to be able to withstand today's operational requirements, and cybersecurity challenges.
This workshop covers log aggregation in OT and ICS environments to improve troubleshooting and security. Attendees will learn to centralize data, detect anomalies, and use advanced techniques like BAS/CS for threat detection.
This workshop provides a hands-on approach to conducting OT cybersecurity risk assessments. Attendees will learn how to prepare, execute, and refine risk assessments while avoiding common pitfalls.
This workshop highlights the critical role of Cyber Factory Acceptance Testing (FAT) and Cyber Site Acceptance Testing (SAT) in ensuring ICS cybersecurity is validated early in the system lifecycle.
Grounded in real-world experience advising critical infrastructure sectors, this session outlines how public–private collaboration can drive stronger cyber resilience in chemical manufacturing.
Proactive defense starts with thinking like an attacker. This keynote delves into how ThyssenKrupp leverages offensive security practices—such as red teaming and ethical hacking—to uncover vulnerabilities and strengthen industrial cybersecurity. It showcases how simulated attacks and continuous testing help build resilience, raise awareness, and drive a culture of security across industrial operations.