3 ms·
> Any evidence in this area? See danShumway's post below. People are regularly posting exploits on twitter, including getting the system to dump it's prompt.
by ericb 3y ago
> Any evidence in this area?
See danShumway's post below. People are regularly posting exploits on twitter, including getting the system to dump it's prompt.
May I ask politely, are you a programmer, and have you secured system's previously? It will change the way I approach trying to carry my message across.
For background, a finished LLM is a blackbox. You can't program the LLM in the box in the traditional sense, because we don't fully understand what happens in the box at a level where we can "code" it.
Judging the security of a filter by the cases where it works is a very bad way to judge security. Blocklists ARE NOT SAFE because it is impossible to account for the infinite variety of things that can be tried.
Here's a whitepaper on the difficulties. There's been lots of writing about this:
https://research.nccgroup.com/wp-content/uploads/2020/07/ncc-group-whitepaper_the-disadvantages-of-a-blacklist-based-approach-to-input-validation.pdf https://research.nccgroup.com/wp-content/uploads/2020/07/ncc...
Now, this has been shown to be difficult for really constrained scenarios, like SQL and so forth, but English has a million words, for starters.