Re:Multi-modal prompt injection image attacks against GPT-4V
by simonw on Saturday October 14, 2023 @08:03PM
(#37885481)
Just added your tweet there to my Twitter thread about this: https://twitter.com/simonw/status/1713344669181178088
By the way the last official answer I got from OpenAI regarding the markdown issue was that they thought it wouldn't be a problem because there will be mitigations. My assumption now is that they thought they could maybe fix indirect prompt injection, but it doesn't look like there is a solution.
My current takeaway is that with LLMs, the assumption always needs to be that the LLM is capable of outputting any content, and the client needs to safely (and securely) handle whatever is returned.
Btw. I show cased these kind of image based prompt injections in July (with Bard and Bing Chat, which presumably already used OpenAI's tech), and the example I created (the robot slipping on a banana) was shown during Blackhat in Las Vegas this year. Tweets: https://twitter.com/wunderwuzzi23/status/1681520761146834946