Fengchen Liu
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126
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2026
Asking Back: Interaction-Layer Antidistillation Watermarks
The paper proposes interaction-layer antidistillation watermarks by embedding behavioral markers into the system prompt, which successfully track knowledge distillation even when paraphrasing attackers strip traditional token-level signals.
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cs.CRcs.AIRecentMay 15, 2026
Asking Back: Interaction-Layer Antidistillation Watermarks
Guang Yang, Amir Ghasemian, Fengchen Liu, Zhong Wang +2 more
The paper proposes interaction-layer antidistillation watermarks by embedding behavioral markers into the system prompt, which successfully track knowledge distillation even when paraphrasing attacker…
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