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Lei Sha

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Conference Open access 2026

SafetyMem: Adaptive Jailbreak Defense via Dual-Component Safety Memory

This work proposes Safet-yMem, a novel framework that secures LLMs through a dual-component safety memory sys-tem, and introduces an adversarial memory expansion mechanism that proactively generates challenging variants to solidify these memories.

Hao Wang, Ziyi Ni, Huacan Wang et al. · 0 citations