The MLSecOps Podcast

Mar 05 2025 45 ep. 37 mins 13
The MLSecOps Podcast artwork

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.

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Agentic AI: Tackling Data, Security, and Compliance Risks

Mar 05 2025 23 mins  
Send us a text Full transcript with links to resources available at https://mlsecops.com/podcast/agentic-ai-tackling-data-security-and-compliance-risks Join host Diana Kelley and CTO Dr. Gina Guillaume-Joseph as they explore how agentic AI, robust data practices, and zero trust principles drive secure, real-time video analytics at Camio. They discuss why clean data is essential, ho

AI Vulnerabilities: ML Supply Chains to LLM and Agent Exploits

Feb 24 2025 24 mins  
Send us a text Full transcript with links to resources available at https://mlsecops.com/podcast/ai-vulnerabilities-ml-supply-chains-to-llm-and-agent-exploits Join host Dan McInerney and AI security expert Sierra Haex as they explore the evolving challenges of AI security. They discuss vulnerabilities in ML supply chains, the risks in tools like Ray and untested AI model files, and

Implementing Enterprise AI Governance: Balancing Ethics, Innovation & Risk for Business Success

Feb 14 2025 38 mins  
Send us a text Full transcript with links to resources available at https://mlsecops.com/podcast/implementing-a-robust-ai-governance-framework-for-business-success In this episode of the MLSecOps podcast, host Charlie McCarthy sits down with Chris McClean, Global Lead for Digital Ethics at Avanade, to explore the world of responsible AI governance. They discuss how ethical principl

Unpacking Generative AI Red Teaming and Practical Security Solutions

Feb 05 2025 51 mins  
Send us a text Full transcript with links to resources available at https://mlsecops.com/podcast/unpacking-generative-ai-red-teaming-and-practical-security-solutions In this episode, we explore LLM red teaming beyond simple “jailbreak” prompts with special guest Donato Capitella, from WithSecure Consulting. You’ll learn why vulnerabilities live in context—how LLMs interact

AI Security: Vulnerability Detection and Hidden Model File Risks

Dec 09 2024 38 mins  
Send us a text In this episode of the MLSecOps Podcast, the team dives into the transformative potential of Vulnhuntr: zero shot vulnerability discovery using LLMs. Madison Vorbrich hosts Dan McInerney and Marcello Salvati to discuss Vulnhuntr’s ability to autonomously identify vulnerabilities, including zero-days, using large language models (LLMs) like Claude. They explore the

AI Governance Essentials: Empowering Procurement Teams to Navigate AI Risk

Nov 07 2024 37 mins  
Send us a text Full transcript with links to resources available at https://mlsecops.com/podcast/ai-governance-essentials-empowering-procurement-teams-to-navigate-ai-risk. In this episode of the MLSecOps Podcast, Charlie McCarthy from Protect AI sits down with Dr. Cari Miller to discuss the evolving landscapes of AI procurement and governance. Dr. Miller shares insights from her wo

Crossroads: AI, Cybersecurity, and How to Prepare for What's Next

Oct 29 2024 33 mins  
Send us a text 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 journey from mechanical engineering to AI security, her thoughts on the importance of clear AI vocabularies, and the significance

AI Beyond the Hype: Lessons from Cloud on Risk and Security

Oct 01 2024 41 mins  
Send us a text 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 cybersecurity experience. Caleb's impressive journey includes co-founding two security startups acquired by HP and Lookout, serving

Generative AI Prompt Hacking and Its Impact on AI Security & Safety

Sep 18 2024 31 mins  
Send us a text 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 Prompting. Sander discusses his background in AI research, focusing on the rise of prompt engineering and its critical role in generative AI. He also shares insights into prom

The MLSecOps Podcast Season 2 Finale

Sep 06 2024 40 mins  
Send us a text 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. If there is a clip from this highlights reel that is especially interesting to you, you can note the name of the original episode that the clip came from and easily go check out that full length episode fo