This is the audio podcast version of Troy Hunt's weekly update video published here: https://www.troyhunt.com/tag/weekly-update/
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EP224 Protecting the Learning Machines: From AI Agents to Provenance in MLSecOps
Manage episode 482258948 series 2892548
Content provided by Anton Chuvakin. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Anton Chuvakin or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
Guest:
- Diana Kelley, CSO at Protect AI
Topics:
- Can you explain the concept of "MLSecOps" as an analogy with DevSecOps, with 'Dev' replaced by 'ML'? This has nothing to do with SecOps, right?
- What are the most critical steps a CISO should prioritize when implementing MLSecOps within their organization? What gets better when you do it?
- How do we adapt traditional security testing, like vulnerability scanning, SAST, and DAST, to effectively assess the security of machine learning models? Can we?
- In the context of AI supply chain security, what is the essential role of third-party assessments, particularly regarding data provenance?
- How can organizations balance the need for security logging in AI systems with the imperative to protect privacy and sensitive data? Do we need to decouple security from safety or privacy?
- What are the primary security risks associated with overprivileged AI agents, and how can organizations mitigate these risks?
- Top differences between LLM/chatbot AI security vs AI agent security?
Resources:
- “Airline held liable for its chatbot giving passenger bad advice - what this means for travellers”
- “ChatGPT Spit Out Sensitive Data When Told to Repeat ‘Poem’ Forever”
- Secure by Design for AI by Protect AI
- “Securing AI Supply Chain: Like Software, Only Not”
- OWASP Top 10 for Large Language Model Applications
- OWASP Top 10 for AI Agents (draft)
- MITRE ATLAS
- “Demystifying AI Security: New Paper on Real-World SAIF Applications” (and paper)
- LinkedIn Course: Security Risks in AI and ML: Categorizing Attacks and Failure Modes
225 episodes
Share
Manage episode 482258948 series 2892548
Content provided by Anton Chuvakin. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Anton Chuvakin or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
Guest:
- Diana Kelley, CSO at Protect AI
Topics:
- Can you explain the concept of "MLSecOps" as an analogy with DevSecOps, with 'Dev' replaced by 'ML'? This has nothing to do with SecOps, right?
- What are the most critical steps a CISO should prioritize when implementing MLSecOps within their organization? What gets better when you do it?
- How do we adapt traditional security testing, like vulnerability scanning, SAST, and DAST, to effectively assess the security of machine learning models? Can we?
- In the context of AI supply chain security, what is the essential role of third-party assessments, particularly regarding data provenance?
- How can organizations balance the need for security logging in AI systems with the imperative to protect privacy and sensitive data? Do we need to decouple security from safety or privacy?
- What are the primary security risks associated with overprivileged AI agents, and how can organizations mitigate these risks?
- Top differences between LLM/chatbot AI security vs AI agent security?
Resources:
- “Airline held liable for its chatbot giving passenger bad advice - what this means for travellers”
- “ChatGPT Spit Out Sensitive Data When Told to Repeat ‘Poem’ Forever”
- Secure by Design for AI by Protect AI
- “Securing AI Supply Chain: Like Software, Only Not”
- OWASP Top 10 for Large Language Model Applications
- OWASP Top 10 for AI Agents (draft)
- MITRE ATLAS
- “Demystifying AI Security: New Paper on Real-World SAIF Applications” (and paper)
- LinkedIn Course: Security Risks in AI and ML: Categorizing Attacks and Failure Modes
225 episodes
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Similar to Cloud Security Podcast by Google
This is the audio podcast version of Troy Hunt's weekly update video published here: https://www.troyhunt.com/tag/weekly-update/
…
continue reading
How does artificial intelligence change when people — not profit — truly come first? Join IRL’s host Bridget Todd, as she meets people around the world building responsible alternatives to the tech that’s changing how we work, communicate, and even listen to music.
…
continue reading
Welcome to the Security Weekly Podcast Network, your all-in-one source for the latest in cybersecurity! This feed features a diverse lineup of shows, including Application Security Weekly, Business Security Weekly, Paul's Security Weekly, Enterprise Security Weekly, and Security Weekly News. Whether you're a cybersecurity professional, business leader, or tech enthusiast, we cover all angles of the cybersecurity landscape. Tune in for in-depth panel discussions, expert guest interviews, and ...
…
continue reading
Africa-focused technology, digital and innovation ecosystem insight and commentary.
…
continue reading
Show notes are at https://stevelitchfield.com/sshow/chat.html
…
continue reading
The American healthcare system is one of the most innovative in the world. But it’s also riddled with complex challenges, such as access to affordable medications, inefficiency and administrative burdens, and communication barriers between providers. There’s clearly a better way—and at Surescripts, we have a unique sightline into what that may be. In this series, host Melanie Marcus, Chief Marketing Officer of Surescripts, sits down with today’s most inspiring and innovative leaders in healt ...
…
continue reading
Android Backstage, a podcast by and for Android developers. Hosted by developers from the Android engineering team, this show covers topics of interest to Android programmers, with in-depth discussions and interviews with engineers on the Android team at Google. Subscribe to Android Developers YouTube → https://goo.gle/AndroidDevs
…
continue reading
The power of Data is undeniable. And unharnessed - it’s nothing but chaos. Making data your ally. Using it to lead with confidence and clarity. Host Jess Carter is solving problems in real-time to reveal what’s possible. Helping communities and people thrive. This is Data Driven Leadership, a show brought to you by Resultant.
…
continue reading
Download This Show is your weekly guide to the world of media, culture, and technology. From social media to gadgets, streaming services to privacy issues. Each week Rae Johnston and guests take a fun, deep dive into how technology is reshaping our lives.
…
continue reading
1
Defensive Security Podcast - Malware, Hacking, Cyber Security & Infosec
Jerry Bell and Andrew Kalat
5k200
Defensive Security is a weekly information security podcast which reviews recent high profile cyber security breaches, data breaches, malware infections and intrusions to identify lessons that we can learn and apply to the organizations we protect.
…
continue reading
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Go offline with the Player FM app!
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