Towards Understanding the Robustness of Sparse Autoencoders

Provide a lightweight wrapper for deploying Sparse Autoencoders on existing LLMs to detect and mitigate jailbreak attacks. This is a critical security layer for enterprise AI production.

Suggested repo: sae-guard

"Protect your model from jailbreaks by observing its internal state."

Estimated effort: 70h