Trail of Bits’ Keith Hoodlet joins the MLSecOps Podcast to unpack the biggest threats in AI/ML security—from jailbreaks and prompt injection to Polyglot model files and insecure dependencies. He break

From Pickle Files to Polyglots: Hidden Risks in AI Supply Chains

An expert-led discussion on implementing Secure by Design principles for AI systems.

Protect AI Webinar on April 10, 2025

This episode is a follow up to Part 1 of our conversation with returning guest Brian Pendleton, as he challenges the way we think about red teaming and security for AI. 

Rethinking AI Red Teaming: Lessons in Zero Trust and Model Protection

As AI technologies rapidly evolve, understanding the security risks and best practices for safeguarding AI systems is crucial for CISOs. 

Cybersecurity expert and Protect AI's CISO, Diana Kelley, will provide expert advice on how to approach AI security, manage risks, and enhance your security strategy in the age of AI.

Key Insights for CISOs: Securing AI in Your Organization

Welcome to "MLSecOps Connect: Ask the Experts," an educational live stream series where attendees have the opportunity to hear their own questions answered by a variety of insightful guest speakers.Join us for an exclusive AMA with Diana Kelley, CISO at <a href="https://protectai.com/" rel="noopener noreferrer" target="_blank">Protect AI</a>, as she shares key insights on securing AI in your organization. As AI technologies rapidly evolve, understanding the security risks and best practices for safeguarding AI systems is crucial for CISOs. Diana will provide expert advice on how to approach AI security, manage risks, and enhance your security strategy in the age of AI.Don’t miss this opportunity to learn how to stay ahead of the curve in securing your organization’s AI assets!(Click the speaker profile link below to learn more about Diana Kelley)Ways to submit your questions for the session:<ol><li data-list="ordered">Use the field provided in the registration form for this event to submit your questions about the specified topics for the session. Questions will be collected, then read aloud and answered during the event.</li><li data-list="ordered">You can submit questions in realtime during the event via the live chat, and we'll get to as many as possible before the end of the session.</li></ol>We look forward to seeing you there!Stay involved with the MLSecOps Community in the meantime by checking out the additional resources <a href="https://mlsecops.com/join" rel="noopener noreferrer" target="_blank">here in our learning hub</a> and by joining us in <a href="https://mlsecops.com/slack" rel="noopener noreferrer" target="_blank">Slack</a> :)

Welcome to "MLSecOps Connect: Ask the Experts," an educational live stream series from the MLSecOps Community where attendees have the opportunity to hear their own questions answered by a variety of insightful guest speakers.Learn about the bleeding-edge of AI security in this live stream featuring Ruchir Patwa, former co-founder and CEO of <a href="https://protectai.com/newsroom/protect-ai-acquires-sydelabs" rel="noopener noreferrer" target="_blank">SydeLabs</a> and now VP of Engineering at Protect AI. Ruchir joins the community on January 8, 2025 to dive into the evolving practice of red teaming for AI—exploring innovative strategies, practical insights, and the intersection of tools, processes, and people in securing machine learning systems. Whether you're curious about techniques to uncover vulnerabilities, questions about <a href="https://protectai.com/recon" rel="noopener noreferrer" target="_blank">automated red teaming for Generative AI</a>, or broader best practices for AI risk management, this is your chance to engage directly with an expert. Submit your questions for Ruchir now!Ways to submit your questions for the session:<ol><li data-list="ordered">Use the field provided in the registration form for this event to submit your questions about the specified topics for the session. Questions will be collected, then read aloud and answered during the event.</li><li data-list="ordered">If you think of additional questions after submitting the registration form, <a href="https://community.mlsecops.com/home/messages" rel="noopener noreferrer" target="_blank">send them in a DM</a> to MLSecOps Community Leader, Charlie McCarthy.</li><li data-list="ordered">Finally, you can also submit questions in realtime during the event via the live chat, and we'll get to as many as possible before the end of the session.</li></ol>We look forward to seeing you there!Stay involved with the MLSecOps Community in the meantime by checking out the additional resources <a href="https://mlsecops.com/join" rel="noopener noreferrer" target="_blank">here in our learning hub</a> and by joining us in <a href="https://mlsecops.com/slack" rel="noopener noreferrer" target="_blank">Slack</a> :)

Behind the Scenes of AI Security: Red Teaming Strategies and Innovations

Attn: Greater Atlanta Area 🎉 You're invited to join the MLSecOps (Machine Learning Security Operations) Community for an evening of networking, delicious food and drink, and an educational presentation from two of today's top AI Security experts from the AI/machine learning bug hunting community&nbsp;<a href="https://huntr.com/" rel="noopener noreferrer" target="_blank">huntr.com</a>.Hang out with us after the presentation to mingle with fellow AI security-minded professionals and MLSecOps Community members! Can't wait to meet you there :)Agenda: 5:30-6:00pm - Check in and drinks served6:00-6:30pm - Guest speaker presentation w/ Q&amp;A6:30-8:00pm - Food and drinks served &amp; networking hourParking Info: <a href="https://colonysquare.politanrow.com/parking" rel="noopener noreferrer" target="_blank">https://colonysquare.politanrow.com/parking</a>﻿﻿﻿﻿﻿﻿﻿﻿﻿﻿﻿﻿﻿﻿﻿﻿﻿***Please send any questions about the event to MLSecOps Community Manager, Charlie McCarthy, <a href="https://community.mlsecops.com/home/messages" rel="noopener noreferrer" target="_blank">in a DM</a> or via our <a href="https://mlsecops.com/contact-us" rel="noopener noreferrer" target="_blank">Contact Us</a> form. We look forward to seeing you!

November 2024 MLSecOps Meetup (In-Person - Atlanta, GA, USA)

Welcome to "MLSecOps Connect: Ask the Experts," an educational live stream series from the MLSecOps Community where attendees have the opportunity to hear their own questions answered by a variety of insightful guest speakers. (Learn more about AI Security and MLSecOps <a href="https://mlsecops.com/" rel="noopener noreferrer" target="_blank">here</a>.)Join expert Johann Rehberger on October 17 for a deep dive into securing AI and machine learning (ML) systems, focusing on red teaming and attack strategies. Whether you're a security professional or an ML practitioner, this is your chance to ask critical questions about protecting AI from adversarial threats.Check out the content by Johann below to learn more about his work and gain inspiration for your questions:<ol><li data-list="bullet"><a href="https://embracethered.com/" rel="noopener noreferrer" target="_blank">Embrace the Red Blog</a></li><li data-list="bullet">MLSecOps Podcast Episode "<a href="https://mlsecops.com/podcast/mlsecops-red-teaming-threat-modeling-and-attack-methods-of-ai-apps" rel="noopener noreferrer" target="_blank">Red Teaming, Threat Modeling, and Attack Methods of AI Apps</a>"</li><li data-list="bullet">Book "<a href="https://www.amazon.com/Cybersecurity-Attacks-Strategies-practical-penetration-ebook/dp/B0822G9PTM?ref_=ast_author_mpb" rel="noopener noreferrer" target="_blank">Cybersecurity Attacks - Red Team Strategies: A practical guide to building a penetration testing program having homefield advantage</a>"</li><li data-list="bullet">Red Team Village Video "<a href="https://youtu.be/-SV80sIBhqY" rel="noopener noreferrer" target="_blank">Learning by Doing: Building and Breaking a Machine Learning System</a>"</li><li data-list="bullet">Ekoparty Security Conference Video "<a href="https://youtu.be/ADHAokjniE4" rel="noopener noreferrer" target="_blank">Indirect Prompt Injections in the Wild - Real World Exploits and Mitigations</a>"</li><li data-list="bullet"><a href="https://x.com/wunderwuzzi23" rel="noopener noreferrer" target="_blank">More on X</a></li></ol>Ways to submit your questions for the session:<ol><li data-list="ordered">Use the form provided here: <a href="https://mlsecops.com/johann-experts-questions" rel="noopener noreferrer" target="_blank">https://mlsecops.com/johann-experts-questions</a>. Questions will be collected, then read aloud and answered during the event.</li><li data-list="ordered">You can also submit questions in realtime during the event via the live chat, and we'll address as many questions as we can before the end of the session.</li></ol>We look forward to seeing you there!Stay involved with the MLSecOps Community in the meantime by checking out the additional resources <a href="https://mlsecops.com/join" rel="noopener noreferrer" target="_blank">here in our learning hub</a> and by joining us in <a href="https://mlsecops.com/slack" rel="noopener noreferrer" target="_blank">Slack</a> :)

Securing AI: Red Teaming & Attack Strategies for Machine Learning Systems

Welcome to "MLSecOps Connect: Ask the Experts," an educational live stream series from the MLSecOps Community where attendees have the opportunity to hear their own questions answered by a variety of insightful guest speakers. (Learn more about AI Security and MLSecOps <a href="https://mlsecops.com/" rel="noopener noreferrer" target="_blank">here</a>.)We're honored to host expert guest Ken Huang on September 11, 2024! Ken will field questions from the community related to security best practices for <a href="https://www.techtarget.com/searchenterpriseai/definition/generative-AI" rel="noopener noreferrer" target="_blank">Generative AI</a>, including questions related to themes from his book, "<a href="https://www.amazon.com/Generative-AI-Security-Theories-Practices/dp/3031542517" rel="noopener noreferrer" target="_blank">Generative AI Security: Theories and Practices (Future of Business and Finance)</a>."Learn more about Ken in his bio below.Ways to submit your questions for the session:<ol><li data-list="ordered">Use the field provided in the registration form for this event to submit your questions about the specified topics for the session. Questions will be collected, then read aloud and answered during the event.</li><li data-list="ordered">If you think of additional questions after submitting the registration form, <a href="https://community.mlsecops.com/home/messages" rel="noopener noreferrer" target="_blank">send them in a DM</a> to the MLSecOps Community Manager, Charlie McCarthy.</li><li data-list="ordered">Finally, you can also submit questions in realtime during the event via the live chat, and we'll address as many questions as we can before the end of the session.</li></ol>We look forward to seeing you there!Stay involved with the MLSecOps Community in the meantime by checking out the additional resources <a href="https://mlsecops.com/join" rel="noopener noreferrer" target="_blank">here in our learning hub</a> and by joining us in <a href="https://mlsecops.com/slack" rel="noopener noreferrer" target="_blank">Slack</a> :)

Generative AI Security

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