MLSecOps Culture: Considerations for AI Development and Security Teams

The MLSecOps Podcast | Season 2 Episode 14
With Chris Van Pelt
Hosted by Badar Ahmed and Diana Kelley
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&B was formed, building a culture of security & knowledge sharing across teams in an organization, real-world ML and GenAI security concerns, data lineage and tracking, and upcoming features in the Weights & Biases platform for enhancing security.
More about our guest speaker:
Chris Van Pelt is a co-founder of Weights & Biases, a developer MLOps platform. In 2009, Chris founded Figure Eight/CrowdFlower. Over the past 12 years, Chris has dedicated his career optimizing ML workflows and teaching ML practitioners, making machine learning more accessible to all. Chris has worked as a studio artist, computer scientist, and web engineer. He studied both art and computer science at Hope College.
Thanks for listening! Find more episodes and transcripts at bit.ly/MLSecOpsPodcast.
Additional MLSecOps and AI Security tools and resources to check out:
Protect AI Radar: End-to-End AI Risk Management (bit.ly/ProtectAIRadar)
Protect AI’s ML Security-Focused Open Source Tools (bit.ly/ProtectAIGitHub)
LLM Guard - The Security Toolkit for LLM Interactions (llm-guard.com)
Huntr - The World's First AI/Machine Learning Bug Bounty Platform (bit.ly/aimlhuntr)