Accidental LLM Backdoor - Prompt Tricks

Published: 27 April 2023
on channel: LiveOverflow
143,264
7.7k

In this video we explore various prompt tricks to manipulate the AI to respond in ways we want, even when the system instructions want something else. This can help us better understand the limitations of LLMs.

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Watch the complete AI series:
   • Hacking Artificial Intelligence  

The Game: https://gpa.43z.one
The OpenAI API cost is pretty high, thus if you want to play the game, use the OpenAI Playground with your own account: https://platform.openai.com/playgroun...

Chapters:
00:00 - Intro
00:39 - Content Moderation Experiment with Chat API
02:19 - Learning to Attack LLMs
03:06 - Attack 1: Single Symbol Differences
03:51 - Attack 2: Context Switch to Write Stories
05:20 - Attack 3: Large Attacker Inputs
06:31 - Attack 4: TLDR Backdoor
08:27 - "This is just a game"
08:56 - Attack 5: Different Languages
09:19 - Attack 6: Translate Text
10:30 - Quote about LLM Based Games
11:11 - advertisement shop.liveoverflow.com

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Watch video Accidental LLM Backdoor - Prompt Tricks online without registration, duration hours minute second in high quality. This video was added by user LiveOverflow 27 April 2023, don't forget to share it with your friends and acquaintances, it has been viewed on our site 143,264 once and liked it 7.7 thousand people.