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
40 episodes
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
ReDoS Vulnerability Reports: Security Relevance vs. Noisy Nuisance
In this episode, we delve into a hot topic in the bug bounty world: ReDoS (Regular Expression Denial of Service) reports. Inspired by reports submitted by the huntr AI/ML bug bounty community and an insightful b...
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Season 2
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Episode 7
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35:30
Finding a Balance: LLMs, Innovation, and Security
In this episode of The MLSecOps Podcast, special guest, Sandy Dunn, joins us to discuss the dynamic world of large language models (LLMs) and the equilibrium of innovation and security. C...
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Season 2
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Episode 6
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41:56
Secure AI Implementation and Governance
In this episode of The MLSecOps Podcast, Nick James, CEO of WhitegloveAI dives in with show host,
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Season 2
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Episode 5
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38:37
Risk Management and Enhanced Security Practices for AI Systems
In this episode of The MLSecOps Podcast, VP Security and Field CISO of Databricks, Omar Khawaja, joins the CISO of Protect AI, Diana Kelley. Together, Diana and Omar discuss a new framework for understanding AI risks, fostering a security-minde...
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Season 2
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Episode 4
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38:08
Evaluating Real-World Adversarial ML Attack Risks and Effective Management: Robustness vs Non-ML Mitigations
In this episode, co-hosts Badar Ahmed and Daryan Dehghanpisheh are joined by Drew Farris (Principal, Booz Allen Hamilton) and
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Season 2
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Episode 3
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41:19
From Risk to Responsibility: Violet Teaming in AI; With Guest: Alexander Titus
In this episode, the founder and CEO of The In Vivo Group, Alexander Titus, joins show hosts Diana Kelley and Daryan Dehghanpisheh to discuss themes from his forward-thinking paper, "
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Season 2
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Episode 2
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43:20
Cybersecurity of Tomorrow: Exploring the Future of Security and Governance for AI Systems; With Guest: Martin Stanley, CISSP
*This episode is also available in video format! Click to watch the full YouTube video.*Welcome to Season 2 of The MLSecOps Podcast! In this episode, we joined Strategic Technology Bran...
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Season 2
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Episode 1
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39:45
AI/ML Security in Retrospect: Insights from Season 1 of The MLSecOps Podcast (Part 2)
*This episode is also available in video format! Click to watch the full YouTube video.*Welcome back, everyone, to The MLSecOps Podcast. We’re thrilled to have you with us for Part 2 of our two...
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Season 1
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42:28
AI/ML Security in Retrospect: Insights from Season 1 of The MLSecOps Podcast (Part 1)
*This episode is also available in video format! Click to watch the full YouTube video.*Welcome to the final episode of the first season of The MLSecOps Podcast, brought to you by the team at ...
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37:10
A Holistic Approach to Understanding the AI Lifecycle and Securing ML Systems: Protecting AI Through People, Processes & Technology; With Guest: Rob van der Veer
Joining us for the first time as a guest host is Protect AI’s CEO and founder, Ian Swanso...
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Season 1
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Episode 18
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29:25
ML Model Fairness: Measuring and Mitigating Algorithmic Disparities; With Guest: Nick Schmidt
This week we’re talking about the role of fairness in AI/ML. It is becoming increasingly apparent that incorporating fairness into our AI systems and machine learning models while mitigating bias and potential harms is a critical challenge. Not...
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Season 1
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Episode 17
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35:33