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How Attackers Trick AI: Lessons from Gandalf’s Creator

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Manage episode 472050790 series 3585084
Innehåll tillhandahållet av Tessl. Allt poddinnehåll inklusive avsnitt, grafik och podcastbeskrivningar laddas upp och tillhandahålls direkt av Tessl eller deras podcastplattformspartner. Om du tror att någon använder ditt upphovsrättsskyddade verk utan din tillåtelse kan du följa processen som beskrivs här https://sv.player.fm/legal.

🔒 How Secure is AI? Gandalf’s Creator Exposes the Risks 🔥
AI security is under attack, and hackers are finding new ways to manipulate AI systems. In this episode, Guy Podjarny sits down with Mateo Rojas-Carulla, co-founder of Lakera and creator of Gandalf, to break down the biggest threats facing AI today—from prompt injections and jailbreaks to data poisoning and agent manipulation.
What You’ll Learn:
- How attackers exploit AI vulnerabilities in real-world applications
- Why AI models struggle to separate instructions from external data
- How Gandalf’s 60M+ attack attempts revealed shocking insights
- What the Dynamic Security Utility Framework (DSEC) means for AI safety
- Why red teaming is critical for preventing AI disasters
Whether you’re a developer, security expert, or just curious about AI risks, this episode is packed with must-know insights on keeping AI safe in an evolving landscape.
💡 Can AI truly be secured? Or will attackers always find a way? Drop your thoughts in the comments! 👇
Watch the episode on YouTube: https://youtu.be/RKCvlJT_r4s

Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh
Ask us questions: [email protected]

  continue reading

Kapitel

1. How Attackers Trick AI: Lessons from Gandalf’s Creator (00:00:00)

2. Over-Permission in AI Systems (00:02:00)

3. Nebulous AI Functionality (00:07:00)

4. Jailbreaks and Prompt Injections Attacks (00:10:00)

5. Introducing the Dynamic Security Utility Framework (00:18:41)

6. Security in Agentic Systems (00:23:41)

7. Red Teaming for Ai Security Testing (00:28:41)

8. The Future of Agentic Systems (00:35:41)

9. LangChain and Real-World Vulnerabilities (00:42:41)

10. Proactive Security Strategies (00:48:41)

83 episoder

Artwork
iconDela
 
Manage episode 472050790 series 3585084
Innehåll tillhandahållet av Tessl. Allt poddinnehåll inklusive avsnitt, grafik och podcastbeskrivningar laddas upp och tillhandahålls direkt av Tessl eller deras podcastplattformspartner. Om du tror att någon använder ditt upphovsrättsskyddade verk utan din tillåtelse kan du följa processen som beskrivs här https://sv.player.fm/legal.

🔒 How Secure is AI? Gandalf’s Creator Exposes the Risks 🔥
AI security is under attack, and hackers are finding new ways to manipulate AI systems. In this episode, Guy Podjarny sits down with Mateo Rojas-Carulla, co-founder of Lakera and creator of Gandalf, to break down the biggest threats facing AI today—from prompt injections and jailbreaks to data poisoning and agent manipulation.
What You’ll Learn:
- How attackers exploit AI vulnerabilities in real-world applications
- Why AI models struggle to separate instructions from external data
- How Gandalf’s 60M+ attack attempts revealed shocking insights
- What the Dynamic Security Utility Framework (DSEC) means for AI safety
- Why red teaming is critical for preventing AI disasters
Whether you’re a developer, security expert, or just curious about AI risks, this episode is packed with must-know insights on keeping AI safe in an evolving landscape.
💡 Can AI truly be secured? Or will attackers always find a way? Drop your thoughts in the comments! 👇
Watch the episode on YouTube: https://youtu.be/RKCvlJT_r4s

Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh
Ask us questions: [email protected]

  continue reading

Kapitel

1. How Attackers Trick AI: Lessons from Gandalf’s Creator (00:00:00)

2. Over-Permission in AI Systems (00:02:00)

3. Nebulous AI Functionality (00:07:00)

4. Jailbreaks and Prompt Injections Attacks (00:10:00)

5. Introducing the Dynamic Security Utility Framework (00:18:41)

6. Security in Agentic Systems (00:23:41)

7. Red Teaming for Ai Security Testing (00:28:41)

8. The Future of Agentic Systems (00:35:41)

9. LangChain and Real-World Vulnerabilities (00:42:41)

10. Proactive Security Strategies (00:48:41)

83 episoder

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