32 episodes
The MLSecOps Podcast MLSecOps.com
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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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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. Thanks for listening! Find more episodes and transcripts at https://bit.ly/MLSecOpsPodcast. Additional tools and resources to check out:Protect AI Radar: End-to-End AI Risk ManagementProtect AI’s ML Security-Focused Open Source ToolsLLM Guard - The Security Toolkit for LLM InteractionsHuntr - The World's First AI/M...
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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 contextual knowledge gap between ML practitioners and cybersecurity professionals, emphasizing the importance of cross-collaboration and foundational security practices. We explore the contrasts of security for AI to that for traditional software, along wi...
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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 data framework for orchestrating data in large language models (LLMs). Drawing from his background in the self-driving industry, Simon discusses the challenges and considerations of integrating LLMs into various applications, emphasizing the importance of...
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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 Protect AI): Dan McInerney, Lead AI Threat Researcher Marcello Salvati, Sr. Engineer & Researcher Madison Vorbrich, Community Manager Thanks for listening! Find more episodes and transcripts at https://bit.ly/MLSecOpsPodcast. Additional tools and resources to check out:P...
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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. This episode features esteemed guests, Gary Givental (IBM) and Kaleb Walton (FICO).The group's discussion unfolds with insights into the evolving field of Machine Learning Security Operations, aka, MLSecOps. A recap of CISA's most recent Secure by Design...
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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 blog piece by open source expert, William Woodruff (Engineering Director, Trail of Bits), this conversation explores: Are any ReDoS vulnerabilities worth fixing?Triaging and the impact of ReDoS reports on software maintainers.The challenges of addressing ReDoS vulnerabilities amids...