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The MLSecOps Podcast

MLSecOps.com
AI Security
Machine Learning
Cybersecurity
Generative AI
AI Governance
Generative Adversarial Networks
Machine Learning Security Operations
EU AI Act
Weights & Biases
Adversarial Machine Learning
Large Language Models
Data Protection
Artificial Intelligence
Vulnerability Detection
AI Risk Management Framework
Prompt Engineering
Responsible AI
SAP Isbn
Machine Learning Security
Prompt Injection

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 t... more

PublishesTwice monthlyEpisodes58Founded3 years ago
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Artwork for The MLSecOps Podcast

Latest Episodes

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To close out Season 3, we’re revisiting the standout insights, wildest vulnerabilities, and most practical lessons shared by 20+ AI practitioners, researchers, and industry leaders shaping the future of AI security. If you're building... more

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Fresh off their OWASP AppSec EU talk, Rico Komenda and Javan Rasokat join Charlie McCarthy to share real-world insights on breaking and securing LLM-integrated systems.

Full transcript, video, and links to episode resources available... more

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Prolific bug bounty hunter and Offensive Security Lead at Toreon, Robbe Van Roey (PinkDraconian), joins the MLSecOps Podcast to break down how he discovered RCEs in BentoML and LangChain, the risks of unsafe model serialization, and h... more

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On this episode of the MLSecOps Podcast, Rob Linger, Information Advantage Practice Lead at Leidos, join hosts Jessica Souder, Director of Government and Defense at Protect AI, and Charlie McCarthy to explore what it takes to deploy s... more

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Jason Haddix, CEO of Arcanum Information Security, joins the MLSecOps Podcast to share his methods for assessing and defending AI systems.

Full transcript, video, and links to episode resources available at mlsecops.com/podca... more

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Researchers Yifeng (Ethan) He and Peter Rong join host Madi Vorbrich to break down their paper "Security of AI Agents." They explore real-world AI agent threats, like session hijacks and tool-based jailbreaks, and share practical defe... more

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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... more

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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... more

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Recent Guests

Rico Komenda
Working at Adeso SE, focusing on application cloud and AI security.
Adeso SE
Episode: Breaking and Securing Real-World LLM Apps
Javan Rasokat
Part of the application security team at Sage, supporting software engineering security.
Sage
Episode: Breaking and Securing Real-World LLM Apps
Rob Linger
Information Advantage Practice Lead at Leidos
Leidos
Episode: Securing AI for Government: Inside the Leidos + Protect AI Partnership
Jessica Souder
Director of Government and Defense at Protect AI, former CIA officer
Protect AI
Episode: Securing AI for Government: Inside the Leidos + Protect AI Partnership
Jason Haddix
Veteran pen tester, founder and CEO at Arcanum Information Security
Arcanum Information Security
Episode: Holistic AI Pentesting Playbook
Gavin Klondike
Principal security consultant specializing in offensive security and AI security research
Episode: Beyond Prompt Injection: AI’s Real Security Gaps
Faisal Khan
Senior Software Engineer at Protect AI and co-chair for AI Control Metrics
Protect AI
Episode: Unpacking the Cloud Security Alliance AI Controls Matrix
Sam Washko
Senior Software Engineer for Protect AI and leader of a task group for CSA AICM
Protect AI
Episode: Unpacking the Cloud Security Alliance AI Controls Matrix
Marina Bregu
Principal Researcher and Associate VP with CSA, managing the AI Controls Matrix Initiative
Cloud Security Alliance
Episode: Unpacking the Cloud Security Alliance AI Controls Matrix

Host

Charlie McCarthy
One of the MLSecOps Community leaders and the host of the podcast. He provides guidance and insight into machine learning security operations.

Top Technology Podcasts

Talking Points

Recent interactions between the hosts and their guests.

How Red Teamers Are Exposing Flaws in AI Pipelines
Q: What tools or methods do you find most helpful?
My greatest strength is my creative thinking and connecting the dots on the data I see going through an application.
Autonomous Agents Beyond the Hype
Q: What do you see in terms of emerging security issues or emerging vulnerability types with agents specifically?
The vulnerabilities are still relevant, but the Bug Bounty Community is the best source for information on vulnerabilities in AI systems.
Unpacking the Cloud Security Alliance AI Controls Matrix
Q: Why do we need another framework, given so many standards addressing AI security?
The key differentiator with this controls matrix is the actionable piece, offering specific steps for organizations to take.
Holistic AI Pentesting Playbook
Q: What are some good tips for defenders of AI systems?
Check your API keys to make sure they are scoped correctly, invest in good guardrails, and don't rely solely on prompt engineering for data security.
Holistic AI Pentesting Playbook
Q: What assessment strategies did you specifically share for evaluating AI implementation?
Our methodology focuses on assessing the application interface that connects to the LLM, ensuring the agent tools are secure, and checking that the business logic in prompt engineering cannot be manipulated.

Audience Metrics

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Frequently Asked Questions About The MLSecOps Podcast

What is The MLSecOps Podcast about and what kind of topics does it cover?

The show offers in-depth discussions focused on machine learning security operations, commonly referred to as MLSecOps. Through conversations with industry experts, it tackles a broad range of topics such as AI security, governance, vulnerabilities, and ethical considerations surrounding AI technologies. The content is particularly enriched by guests who bring significant experience in AI applications and cybersecurity, aiming to stimulate thought and action in the areas of AI risk management, compliance, and ethical practices. Unique insights are provided into the intersection of AI and security, making it a valuable resource for professionals navigating the evolving landscape of AI regulations and security measures.

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Which podcasts are similar to The MLSecOps Podcast?

These podcasts share a similar audience with The MLSecOps Podcast:

1. Practical AI

How many episodes of The MLSecOps Podcast are there?

The MLSecOps Podcast launched 3 years ago and published 58 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.

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What guests have appeared on The MLSecOps Podcast?

Recent guests on The MLSecOps Podcast include:

1. Rico Komenda
2. Javan Rasokat
3. Rob Linger
4. Jessica Souder
5. Jason Haddix
6. Gavin Klondike
7. Faisal Khan
8. Sam Washko

To view more recent guests and their details, simply upgrade your Rephonic account. You'll also get access to a typical guest profile to help you decide if the show is worth pitching.

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