Zhong Chen
1 indexed paper
Recent (6 mo)
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126
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Crypto×1AI×1NLP×1ML×1
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2026
Tracing the Dynamics of Refusal: Exploiting Latent Refusal Trajectories for Robust Jailbreak Detection
The paper proposes SALO, a novel detector that monitors the dynamic, layer-wise activation pattern (Refusal Trajectory) to improve jailbreak detection robustness compared to traditional methods relying on static terminal representations.
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Papers
cs.CRcs.AIcs.CLRecentMay 2, 2026
Tracing the Dynamics of Refusal: Exploiting Latent Refusal Trajectories for Robust Jailbreak Detection
Xulin Hu, Che Wang, Wei Yang Bryan Lim, Jianbo Gao +1 more
The paper proposes SALO, a novel detector that monitors the dynamic, layer-wise activation pattern (Refusal Trajectory) to improve jailbreak detection robustness compared to traditional methods relyin…
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