Ask HN: Are there good security benchmarks for LLMs?
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generic model benchmarks are less useful than workflow benchmarks.
Nowadays it's all about workflows , think prompt injections, tool permissions is a big one, logs and lately what anthropic claims is the model distillation risks
Nowadays it's all about workflows , think prompt injections, tool permissions is a big one, logs and lately what anthropic claims is the model distillation risks
For example, I looked at eyeballvull [1]. It seems promising but I don't see wide support for example. I respect the author for still committing. A benchmark where an agent scans a repo in full is what I'm looking for.
But then I also wondered: maybe there are others out there that I haven't been aware of yet.
And, at the risk of potentially being flooded, for people that are curious about security aware software engineering with agents (or without them for that matter), let's have a chat! My email is in my profile.
[1] https://arxiv.org/abs/2407.08708