this post was submitted on 07 Jun 2024
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[โ€“] redcalcium@lemmy.institute 25 points 6 months ago (4 children)

How do you sanitize ai prompts? With more prompts?

[โ€“] CanadaPlus@lemmy.sdf.org 45 points 6 months ago* (last edited 6 months ago)

Easy, you just have a human worker strip out anything that could be problematic, and try not to bring it up around your investors.

[โ€“] xmunk@sh.itjust.works 38 points 6 months ago (1 children)

It's really easy, just throw an error if you detect a program will cause a halt. I don't know why these engineers refuse to just patch it.

[โ€“] jjjalljs@ttrpg.network 10 points 6 months ago

I understood that reference

[โ€“] kromem@lemmy.world 2 points 6 months ago* (last edited 6 months ago) (1 children)

Kind of. You can't do it 100% because in theory an attacker controlling input and seeing output could reflect though intermediate layers, but if you add more intermediate steps to processing a prompt you can significantly cut down on the injection potential.

For example, fine tuning a model to take unsanitized input and rewrite it into Esperanto without malicious instructions and then having another model translate back from Esperanto into English before feeding it into the actual model, and having a final pass that removes anything not appropriate.

[โ€“] redcalcium@lemmy.institute 5 points 6 months ago (1 children)

Won't this cause subtle but serious issue? Kinda like how pomegranate translates to "granada" in Spanish, but when you translate "granada" back to English it translates to grenade?

[โ€“] kromem@lemmy.world 1 points 6 months ago

It will, but it will also cause less subtle issues to fragile prompt injection techniques.

(And one of the advantages of LLM translation is it's more context aware so you aren't necessarily going to end up with an Instacart order for a bunch of bananas and four grenades.)

[โ€“] zalgotext@sh.itjust.works 2 points 6 months ago

With other AIs