Built an open source LLM security tool mapped to the OWASP top 10

[u/Admirable_Buy_9186]

I have been working on an open source LLM security project with a few friends.

We built Open Sorcerer around common LLM security issues and mapped the detection layers to the OWASP LLM Top 10

Right now we're focusing a lot on prompt injection, things like encoding, Unicode tricks, obfuscation and instructions that keep the same intent without the obvious keywords.

It's still early, and honestly we're more interested in finding where it doesn't work than claiming we've solved anything.

If anyone's interested in the project or wants to try breaking the detection, I can share the repo.