Upgrade to Pro — share decks privately, control downloads, hide ads and more …
Sign up for free

Rogue Agents - Stop AI from misusing APIs

Avatar for Dominik Kundel Dominik Kundel PRO
January 23, 2024
Programming
330
0

Rogue Agents - Stop AI from misusing APIs

Avatar for Dominik Kundel

Dominik Kundel PRO

January 23, 2024

More Decks by Dominik Kundel

See All by Dominik Kundel
AWS re:Invent '24 - Rogue Agents - Stop AI from misusing APIs
Avatar for Dominik Kundel dkundel
PRO
0
130
AI for Marketers Sept '24 - How AI Agents will change your
Avatar for Dominik Kundel dkundel
PRO
0
370
AGI Builders July '24 - Rogue Agents - Stop AI from misusing APIs
Avatar for Dominik Kundel dkundel
PRO
0
290
AI Engineer World's Fair '24 - Cooking with Fire without
Avatar for Dominik Kundel dkundel
PRO
0
290
SIGNAL 2021 - Live Developer Mode
Avatar for Dominik Kundel dkundel
PRO
0
240
OpenJS World - What the AST?
Avatar for Dominik Kundel dkundel
PRO
0
560
WFHConf - Move to TypeScript at your own Pace
Avatar for Dominik Kundel dkundel
PRO
0
390
SFNode '20 - How to move your project to TypeScript
Avatar for Dominik Kundel dkundel
PRO
0
380
Node+JS Interactive '19 - When Porgs Scream at Webpack and Other Stories
Avatar for Dominik Kundel dkundel
PRO
0
400

Other Decks in Programming

See All in Programming
The Rails Doctrine Decade
Avatar for Koichi ITO koic
2
450
APNsからLive Activityを開始する話
Avatar for Ryotaro Onoue yumnumm
0
110
WebRTC映像をAirPlayに対応させる挑戦.pdf
Avatar for monolithic-adam monolithic_adam
0
330
Agentic Software Factoryに、すごく賢いIF文を。 / super smart IF statement into the Agentic Software Factory.
Avatar for r-kagaya rkaga
0
120
AI が書く Go コードの品質を劇的に向上させる Linter: “declscope”
Avatar for mpyw mpyw
0
470
Go × SIMDで高速化するベクトル検索 ~ルーフラインモデルでSIMDが効く境界を探れ！ ~
Avatar for po3rin po3rin
1
5.8k
AGENTS.md Is Not Enough: Build Skills, Don't Download Them
Avatar for Alex T lx_t
0
130
コードレビューのボトルネックを"する側"と"される側"の両面から解消する
Avatar for yub0n yub0n
2
1.3k
Simple Storage Service(S3) is not simple
Avatar for Yura Iwatsuka iwatsukayura
0
120
20260914 AIエージェント時代のPlatform Engineering　LLM基盤とプロダクトの責務境界線
Avatar for Taiki Kanzaki kanfab1
7
2.3k
モジュールの視点からSwiftを読み解く #iosdc
Avatar for Shigure Shimotori s_shimotori
0
300
スマートフォンでモールス信号を送受信する 〜スマートフォンのLEDとカメラで作る光通信の設計と実装〜
Avatar for Atsuki Seo atsuki_seo
0
220

Featured

See All Featured
The Pragmatic Product Professional
Avatar for Laura Van Doore lauravandoore
37
7.5k
What the history of the web can teach us about the future of AI
Avatar for Ines Montani inesmontani
PRO
1
720
GraphQLとの向き合い方2022年版
Avatar for Yosuke Kurami quramy
50
15k
Breaking role norms: Why Content Design is so much more than writing copy - Taylor Woolridge
Avatar for UX Y'all uxyall
1
430
The World Runs on Bad Software
Avatar for Brandon Keepers bkeepers
PRO
72
12k
The SEO identity crisis: Don't let AI make you average
Avatar for Varn varn
0
570
Mind Mapping
Avatar for Hélio Medeiros helmedeiros
1
390
The Illustrated Guide to Node.js - THAT Conference 2024
Avatar for David Neal reverentgeek
1
550
Why Your Marketing Sucks and What You Can Do About It - Sophie Logan
Avatar for Sophie Logan marketingsoph
0
420
Navigating Team Friction
Avatar for Lara Hogan lara
192
16k
Between Models and Reality
Avatar for mayunak mayunak
4
480
Why Mistakes Are the Best Teachers: Turning Failure into a Pathway for Growth
Avatar for Umar Saidu Auna auna
0
310

Transcript

  1. Rogue Agents Stop AI from misusing APIs TechTalks SF -

    Jan ‘24 Dominik Kundel d-k.im/rogue-agents Dominik Kundel | @dkundel

  2. Dominik Kundel | @dkundel

  3. console.log(` Hi! I’m Dominik Kundel `); dkundel.com @dkundel [email protected] github/dkundel

    Product Lead @ Twilio && JavaScript Hacker Dominik Kundel | @dkundel

  4. How can we have AI interact with APIs? Dominik Kundel

    | @dkundel

  5. How can we have AI safely interact with APIs? Dominik

    Kundel | @dkundel

  6. How can we have AI interact with APIs? Dominik Kundel

    | @dkundel

  7. Dominik Kundel | @dkundel How to connect AI to APIs

    Platforms Frameworks Native LLM Functions 🦜🔗

  8. Dominik Kundel | @dkundel Platforms Frameworks Native LLM Functions 🦜🔗

    Source: LangChain Documentation

  9. Dominik Kundel | @dkundel Platforms Frameworks Native LLM Functions 🦜🔗

    Source: LangChain Documentation

  10. What’s the problem? Dominik Kundel | @dkundel

  11. Dominik Kundel | @dkundel

  12. Dominik Kundel | @dkundel

  13. Unpredictable Dominik Kundel | @dkundel

  14. Dominik Kundel | @dkundel Easily Impressionable

  15. Dominik Kundel | @dkundel Source: Simon Willison - Prompt Injections:

    what’s the worst that can happen?

  16. Dominik Kundel | @dkundel Source: Simon Willison - Prompt Injections:

    what’s the worst that can happen?

  17. Dominik Kundel | @dkundel Source: Simon Willison - Prompt Injections:

    what’s the worst that can happen?

  18. Dominik Kundel | @dkundel Rules are “suggestions”

  19. Dominik Kundel | @dkundel Source: Simon Willison - Prompt injections

    explained

  20. Dominik Kundel | @dkundel Source: Simon Willison - Prompt injections

    explained

  21. Dominik Kundel | @dkundel The problems with LLMs Unpredictable Easily

    Impressionable Rules “suggestions”

  22. Dominik Kundel | @dkundel

  23. How do we “LLM-proof” our APIs? Dominik Kundel | @dkundel

  24. Dominik Kundel | @dkundel

  25. Dominik Kundel | @dkundel

  26. Dominik Kundel | @dkundel

  27. Dominik Kundel | @dkundel

  28. Dominik Kundel | @dkundel LLM

  29. Dominik Kundel | @dkundel

  30. Dominik Kundel | @dkundel

  31. Dominik Kundel | @dkundel

  32. Dominik Kundel | @dkundel

  33. Dominik Kundel | @dkundel LLM

  34. What security measures? Dominik Kundel | @dkundel

  35. Dominik Kundel | @dkundel Security Measures

  36. Dominik Kundel | @dkundel Security Measures Data Validation

  37. Dominik Kundel | @dkundel Security Measures Data Validation Rate Limiting

  38. Dominik Kundel | @dkundel Security Measures Data Validation Authentication Rate

    Limiting

  39. Dominik Kundel | @dkundel Security Measures

  40. Dominik Kundel | @dkundel Security Measures Authorization

  41. Dominik Kundel | @dkundel Security Measures Authorization Least Privilege

  42. Dominik Kundel | @dkundel Security Measures Authorization Eliminate con fi

    dential & unnecessary data Least Privilege

  43. Dominik Kundel | @dkundel Do threat modeling!

  44. Dominik Kundel | @dkundel Takeaways?

  45. Treat AI-exposed APIs as public Dominik Kundel | @dkundel Takeaways?

  46. Treat AI-exposed APIs as public Security mechanisms outside AI world

    Dominik Kundel | @dkundel Takeaways?

  47. Treat AI-exposed APIs as public Security mechanisms outside AI world

    Dominik Kundel | @dkundel Takeaways? Toddler-proof your home API!

  48. console.log(` 💖 Thank You! 🎉 `); dkundel.com @dkundel [email protected] github/dkundel

    d-k.im/rogue-agents Dominik Kundel | @dkundel | #workfromhomeconf |