Discover a whole new take on Artificial Intelligence with Squirro's educational podcast! Join host Lauren Hawker Zafer, a top voice in Artificial Intelligence on LinkedIn, for insightful chats that unravel the fascinating world of tech innovation, use case exploration and AI knowledge. Dive into candid discussions with accomplished industry experts and established academics. With each episode, you'll expand your grasp of cutting-edge technologies and their incredible impact on society, and y ...
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Similar to Practical AI: Machine Learning, Data Science, LLM
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Threat modeling LLM apps
Manage episode 435570456 series 2385063
Content provided by Changelog Media. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Changelog Media 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://player.fm/legal.
If you have questions at the intersection of Cybersecurity and AI, you need to know Donato at WithSecure! Donato has been threat modeling AI applications and seriously applying those models in his day-to-day work. He joins us in this episode to discuss his LLM application security canvas, prompt injections, alignment, and more.
Changelog++ members save 9 minutes on this episode because they made the ads disappear. Join today!
Sponsors:
- Assembly AI – Turn voice data into summaries with AssemblyAI’s leading Speech AI models. Built by AI experts, their Speech AI models include accurate speech-to-text for voice data (such as calls, virtual meetings, and podcasts), speaker detection, sentiment analysis, chapter detection, PII redaction, and more.
- Porkbun – Go to porkbun.com to get .app, .dev, or .foo domain names at Porkbun for only $1 for the first year!
- Changelog News – A podcast+newsletter combo that’s brief, entertaining & always on-point. Subscribe today.
Featuring:
Show Notes:
- The Security Canvas for LLM Applications
- LLM Security Chronicles Playlist on YouTube
- Should you let ChatGPT control your browser?
- When your AI assistant has an evil twin
- Pliny the Liberator - jailbreak guru
Something missing or broken? PRs welcome!
Chapters
1. Welcome to Practical AI (00:00:00)
2. Sponsor: Assembly AI (00:00:35)
3. Donato's journey in gen AI (00:04:10)
4. The most secure LLM (00:07:11)
5. What is a threat model? (00:08:58)
6. Commonplace AI security (00:10:38)
7. Setting up guard rails (00:14:20)
8. Sponsor: Porkbun (00:22:34)
9. Model checking (00:24:48)
10. Closed LLM endpoints (00:34:17)
11. input & output validation (00:37:17)
12. Sponsor: Changelog News (00:41:32)
13. RLHF in alignment (00:43:19)
14. Jailbreakers vs aligners (00:46:37)
15. Exciting things to explore (00:50:25)
16. Thanks for listening! (00:53:24)
17. Outro (00:53:51)
285 episodes
Share
Manage episode 435570456 series 2385063
Content provided by Changelog Media. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Changelog Media 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://player.fm/legal.
If you have questions at the intersection of Cybersecurity and AI, you need to know Donato at WithSecure! Donato has been threat modeling AI applications and seriously applying those models in his day-to-day work. He joins us in this episode to discuss his LLM application security canvas, prompt injections, alignment, and more.
Changelog++ members save 9 minutes on this episode because they made the ads disappear. Join today!
Sponsors:
- Assembly AI – Turn voice data into summaries with AssemblyAI’s leading Speech AI models. Built by AI experts, their Speech AI models include accurate speech-to-text for voice data (such as calls, virtual meetings, and podcasts), speaker detection, sentiment analysis, chapter detection, PII redaction, and more.
- Porkbun – Go to porkbun.com to get .app, .dev, or .foo domain names at Porkbun for only $1 for the first year!
- Changelog News – A podcast+newsletter combo that’s brief, entertaining & always on-point. Subscribe today.
Featuring:
Show Notes:
- The Security Canvas for LLM Applications
- LLM Security Chronicles Playlist on YouTube
- Should you let ChatGPT control your browser?
- When your AI assistant has an evil twin
- Pliny the Liberator - jailbreak guru
Something missing or broken? PRs welcome!
Chapters
1. Welcome to Practical AI (00:00:00)
2. Sponsor: Assembly AI (00:00:35)
3. Donato's journey in gen AI (00:04:10)
4. The most secure LLM (00:07:11)
5. What is a threat model? (00:08:58)
6. Commonplace AI security (00:10:38)
7. Setting up guard rails (00:14:20)
8. Sponsor: Porkbun (00:22:34)
9. Model checking (00:24:48)
10. Closed LLM endpoints (00:34:17)
11. input & output validation (00:37:17)
12. Sponsor: Changelog News (00:41:32)
13. RLHF in alignment (00:43:19)
14. Jailbreakers vs aligners (00:46:37)
15. Exciting things to explore (00:50:25)
16. Thanks for listening! (00:53:24)
17. Outro (00:53:51)
285 episodes
All episodes
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Similar to Practical AI: Machine Learning, Data Science, LLM
Discover a whole new take on Artificial Intelligence with Squirro's educational podcast! Join host Lauren Hawker Zafer, a top voice in Artificial Intelligence on LinkedIn, for insightful chats that unravel the fascinating world of tech innovation, use case exploration and AI knowledge. Dive into candid discussions with accomplished industry experts and established academics. With each episode, you'll expand your grasp of cutting-edge technologies and their incredible impact on society, and y ...
…
continue reading
Conversations about science, technology, history, philosophy and the nature of intelligence, consciousness, love, and power. Lex is an AI researcher at MIT and beyond.
…
continue reading
The Data Skeptic Podcast features interviews and discussion of topics related to data science, statistics, machine learning, artificial intelligence and the like, all from the perspective of applying critical thinking and the scientific method to evaluate the veracity of claims and efficacy of approaches.
…
continue reading
Why do only 10% of companies succeed with AI? In this series by MIT SMR and BCG, we talk to the leaders who've achieved big wins with AI in their companies and learn how they did it. Hear what gets experts from companies like NASA, Github, and others excited to do their jobs every day and what they consider the keys to their success.
…
continue reading
The Twenty Minute VC (20VC) interviews the world's greatest venture capitalists with prior guests including Sequoia's Doug Leone and Benchmark's Bill Gurley. Once per week, 20VC Host, Harry Stebbings is also joined by one of the great founders of our time with prior founder episodes from Spotify's Daniel Ek, Linkedin's Reid Hoffman, and Snowflake's Frank Slootman. If you would like to see more of The Twenty Minute VC (20VC), head to www.20vc.com for more information on the podcast, show note ...
…
continue reading
Decoder is a show from The Verge about big ideas — and other problems. Verge editor-in-chief Nilay Patel talks to a diverse cast of innovators and policymakers at the frontiers of business and technology to reveal how they’re navigating an ever-changing landscape, what keeps them up at night, and what it all means for our shared future.
…
continue reading
Software's best weekly news brief, deep technical interviews & talk show.
…
continue reading
Embedded is the show for people who love gadgets. Making them, breaking them, and everything in between. Weekly interviews with engineers, educators, and enthusiasts. Find the show, blog, and more at embedded.fm.
…
continue reading
On The Bike Shed, hosts Joël Quenneville and Stephanie Minn discuss development experiences and challenges at thoughtbot with Ruby, Rails, JavaScript, and whatever else is drawing their attention, admiration, or ire this week.
…
continue reading
Show notes are at https://stevelitchfield.com/sshow/chat.html
…
continue reading
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