Stealing Split Learning Bottom Models by Recovering Embedding Geometry
Qinbo Zhang, Yanhang Shi, Ziying Zhang et al.
· 1 citation
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Preprint
Aug 2026
Dual-Adversarial Safety Alignment: Cultivating Intrinsic Threat Comprehension in LRMs
Experiments show that with only 1K synthesized samples, AdvSafe-aligned LRMs achieve significantly stronger jailbreak robustness than existing baselines, with almost no utility degradation, demonstrating that learning unsafety knowledge enables a superior robustness-utility trade-off and generalizes beyond seen attack patterns.
Hongli Shen, Shaopeng Fu, Qinbo Zhang et al.
· 0 citations