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.
Episodes
52 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
Rethinking AI Red Teaming: Lessons in Zero Trust and Model Protection
Full transcript with links to resources available at https://mlsecops.com/podcast/rethinking-ai-red-teaming-lessons-in-zero-trust-and-mo...
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36:52
AI Security: Map It, Manage It, Master It
Full transcript with links to resources available at https://mlsecops.com/podcast/ai-security-map-it-manage-it-master-itIn part one of our two-part MLSecOp...
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Season 3
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Episode 10
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41:18
Agentic AI: Tackling Data, Security, and Compliance Risks
Full transcript with links to resources available at https://mlsecops.com/podcast/agentic-ai-tackling-data-security-and-compliance-risksJoi...
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Season 3
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Episode 9
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23:22
AI Vulnerabilities: ML Supply Chains to LLM and Agent Exploits
Full transcript with links to resources available at https://mlsecops.com/podcast/ai-vulnerabilities-ml-supply-chains-to-llm-and-agent-exp...
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Season 3
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Episode 8
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24:08
Implementing Enterprise AI Governance: Balancing Ethics, Innovation & Risk for Business Success
Full transcript with links to resources available at https://mlsecops.com/podcast/implementing-a-robust-ai-governance-framework-for-busine...
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Season 3
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Episode 7
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38:39
Unpacking Generative AI Red Teaming and Practical Security Solutions
Full transcript with links to resources available at https://mlsecops.com/podcast/unpacking-generative-ai-red-teaming-and-practical-secu...
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Season 3
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Episode 6
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51:53
AI Security: Vulnerability Detection and Hidden Model File Risks
In this episode of the MLSecOps Podcast, the team dives into the transformative potential of Vulnhuntr: zero shot vu...
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Season 3
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Episode 5
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38:19
AI Governance Essentials: Empowering Procurement Teams to Navigate AI Risk
Full transcript with links to resources available at https://mlsecops.com/podcast/ai-governance-essentials-empowering-procurement-t...
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Season 3
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Episode 4
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37:41
Crossroads: AI, Cybersecurity, and How to Prepare for What's Next
In this episode of the MLSecOps Podcast, Distinguished Engineer Nicole Nichols from Palo Alto Networks joins host and Machine Learning Scientist Mehrin Kiani to explore critical challenges in AI and cybersecurity. Nicole shares her unique journ...
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Season 3
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Episode 3
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33:15
AI Beyond the Hype: Lessons from Cloud on Risk and Security
On this episode of the MLSecOps Podcast, we’re bringing together two cybersecurity legends. Our guest is the inimitable Caleb Sima, who joins us to discuss security considerations for building and using AI, drawing on his 25+ years of cybersecu...
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Season 3
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Episode 2
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41:06
Generative AI Prompt Hacking and Its Impact on AI Security & Safety
Welcome to Season 3 of the MLSecOps Podcast, brought to you by Protect AI!In this episode, MLSecOps Community Manager Charlie McCarthy speaks with Sander Schulhoff, co-founder and CEO of Learn Prompti...
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Season 3
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Episode 1
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31:59
The MLSecOps Podcast Season 2 Finale
This compilation contains highlights from episodes throughout Season 2 of the MLSecOps Podcast, and it's a great one for community members who are new to the show. I...
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Season 2
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Episode 16
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40:54
Exploring Generative AI Risk Assessment and Regulatory Compliance
In this episode of the MLSecOps Podcast we have the honor of talking with David Rosenthal, Partner at VISCHER (Swiss Law, Tax & Compliance). David is also an author & former software developer, and lectures at ETH Zürich & the Unive...
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Season 2
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Episode 15
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37:37
MLSecOps Culture: Considerations for AI Development and Security Teams
In this episode, we had the pleasure of welcoming Co-Founder and CISO of Weights & Biases, Chris Van Pelt, to the MLSecOps Podcast. Chris discusses a range of topics with hosts Badar Ahmed and Diana Kelley, including the history of how W&am...
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Season 2
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Episode 14
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38:44
Practical Offensive and Adversarial ML for Red Teams
Next on the MLSecOps Podcast, we have the honor of highlighting one of our MLSecOps Community members and Dropbox™ Red Teamers, Adrian Wood. Adrian joined
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Season 2
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Episode 13
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35:24
Expert Talk from RSA Conference: Securing Generative AI
In this episode, host Neal Swaelens (EMEA Director of Business Development, Protect AI) catches up with Ken Huang, CISSP at RSAC 2024 to talk about security for generative AI.
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Season 2
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Episode 12
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25:42
Practical Foundations for Securing AI
In this episode of the MLSecOps Podcast, we delve into the critical world of security for AI and machine learning with our guest Ron F. Del Rosario, Chief Security Architect and AI/ML Security Lead at SAP ISBN. The discussion highlights the con...
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Season 2
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Episode 11
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38:10
Evaluating RAG and the Future of LLM Security: Insights with LlamaIndex
In this episode of the MLSecOps Podcast, host Neal Swaelens, along with co-host Oleksandr Yaremchuk, sit down with special guest Simon Suo, co-founder and CTO of LlamaIndex. Simon shares insights into the development of LlamaIndex, a leading da...
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Season 2
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Episode 10
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31:04
AI Threat Research: Spotlight on the Huntr Community
Learn about the world’s first bug bounty platform for AI & machine learning, huntr, including how to get involved!This week’s featured guests are leaders from the huntr community (brought to you by Pr...
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Season 2
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Episode 9
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31:48
Securing AI: The Role of People, Processes & Tools in MLSecOps
In this episode of The MLSecOps Podcast hosted by Daryan Dehghanpisheh (Protect AI) and special guest-host Martin Stanley, CISSP (Cybersecurity and Infrastructure Security Agency), we delve into critical aspects of AI security and operations. T...
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Season 2
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Episode 8
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37:16