Author name: Ahson Saiyed, Sabrina Sadiekh, Chirag Agarwal

arXiv:2604.18756v1 Announce Type: new
Abstract: Large Language Models (LLMs) remain vulnerable to optimization-based jailbreak attacks that exploit internal gradient structure. While Sparse Autoencoders (SAEs) are widely used for interpretability, the…