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


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Contact UsNo FUD, just unfiltered conversations that expose what really works in modern cybersecurity leadership.

Cyber Leaders Podcast blends the authority of SANS expertise with the wit and unfiltered honesty in conversations that matter. Each episode reveals practical lessons and big-picture context that help CISOs and senior defenders lead with confidence.


James has spent the past 20 years of his life chasing cybercriminals around the Internet and, as a self-professed “massive geek”, has been involved in most cyber security disciplines.
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Respected as a world leader among public authorities for cybersecurity, Ciaran Martin is the UK’s National Cyber Security Centre’s (NCSC) founder and former head.
Learn moreIn this episode, Ciaran and James are joined by Paul Chichester CMG, MBE, Director of Operations at the UK’s National Cyber Security Centre, to explore how cyber threats have evolved over the decades. Drawing on more than 30 years' experience at GCHQ, Paul reflects on the progression, from early digital espionage to major nation-state attacks and the rise of ransomware and explains why collaboration and partnership remain essential to building a safer online world.

In this episode, Ciaran and James are joined by Marin Ivezic and Dr. Kawin Boonyapredee of Applied Quantum to discuss one of the biggest strategic challenges in the future of cybersecurity: quantum computing. Marin and Kawin share their insights on quantum and how it could reshape security; from the existential risk of Q-Day to the regulations driving quantum readiness.

In this episode, Ciaran and James speak with Heather Barnhart, Senior Director of Forensic Research at Cellebrite and Head of Faculty and DFIR Curriculum Lead at SANS, about the challenging world of digital forensics. Heather shares her experiences working on high-profile criminal cases, discusses the importance of thorough logging, and reflects on the real-world impact of cybersecurity on people’s lives.
Release Date: November 21

In this episode, Ciaran and James speak with Dr. Nikki Robinson – author, professor, and Senior Technical Staff Member and Senior Manager for Platform Development at IBM – about vulnerability management and human factors in cybersecurity. Nikki shares insights from her research into vulnerability chaining and how organisations can strengthen their approach to managing technical risk, as well as the human dynamics that shape security behaviour across teams.
Release Date: November 28

In this episode, Ciaran and James are joined by Curtis Dukes, Executive Vice President of the Center for Internet Security, to discover what “best practice” really means in cybersecurity today. Curtis draws on his extensive experience as former Head of the Information Assurance Directorate at the NSA, and discusses his current work on safe harbor laws and global “secure by design” initiatives aimed at building a safer digital world.
Release Date: December 5

In this episode, Ciaran and James speak with Emily Taylor of Oxford Information Labs and Roxana Radu, Associate Professor of Digital Technologies and Public Policy at the Blavatnik School of Government, University of Oxford, about who really controls the internet. Emily and Roxana discuss how internet governance operates amid shifting geopolitics, dissect the foundational protocols (and problems) that underpin the web, and explore the often-obscure institutions that keep it running.
Release Date: December 12

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