The MLSecOps Podcast
Welcome to The MLSecOps Podcast, presented by Protect AI. Here we explore the world of machine learning security operations, a.k.a., MLSecOps. From preventing attacks to navigating new AI regulations, we'll dive into the latest developments, strategies, and best practices with industry leaders and AI experts. Sit back, relax, and learn something new with us today.
Learn more and get involved with the MLSecOps Community at https://bit.ly/MLSecOps.
Podcasting since 2023 • 52 episodes
The MLSecOps Podcast
Latest Episodes
Autonomous Agents Beyond the Hype
Part 2 with Gavin Klondike dives into autonomous AI agents—how they really work, the attack paths they open, and practical defenses like least-privilege APIs and out-of-band auth. A must-listen roadmap for anyone building—or defending—the next ...
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24:02
Beyond Prompt Injection: AI’s Real Security Gaps
In Part 1 of this two-part MLSecOps Podcast, Principal Security Consultant Gavin Klondike joins Dan and Marcello to break down the real threats facing AI systems today. From prompt injection misconceptions to indirect exfiltration via markdown ...
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26:02
What’s Hot in AI Security at RSA Conference 2025?
What’s really hot at RSA Conference 2025? MLSecOps Community Manager Madi Vorbrich sits down with Protect AI Co‑Founder Daryan “D” Dehghanpisheh for a rapid rundown of must‑see sessions, booth events, and emerging AI‑security trends—fr...
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24:14
Unpacking the Cloud Security Alliance AI Controls Matrix
In this episode of the MLSecOps Podcast, we sit down with three expert contributors from the Cloud Security Alliance’s AI Controls Matrix working group. They reveal how this newly released framework addresses emerging AI threats—like model pois...
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35:53
From Pickle Files to Polyglots: Hidden Risks in AI Supply Chains
Join Keith Hoodlet from Trail of Bits as he dives into AI/ML security, discussing everything from prompt injection and fuzzing techniques to bias testing and compliance challenges.Full transcript with links to resources available at
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Season 3
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41:21