After we explored attacking LLMs, in this video we finally talk about defending against prompt injections. Is it even possible?

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Watch the complete AI series:
   • Hacking Artificial Intelligence  

Language Models are FewShot Learners: https://arxiv.org/pdf/2005.14165.pdf
A Holistic Approach to Undesired Content Detection in the Real World: https://arxiv.org/pdf/2208.03274.pdf

Chapters:
00:00 Intro
00:43 AI Threat Model?
01:51 Inherently Vulnerable to Prompt Injections
03:00 It's not a Bug, it's a Feature!
04:49 Don't Trust User Input
06:29 Change the Prompt Design
08:07 User Isolation
09:45 Focus LLM on a Task
10:42 FewShot Prompt
11:45 FineTuning Model
13:07 Restrict Input Length
13:31 Temperature 0
14:35 Redundancy in Critical Systems
15:29 Conclusion
16:21 Checkout LiveOverfont

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