Aohan Li
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CachePrune introduces a privacy-aware, fine-grained KV cache sharing mechanism that allows LLM inference systems to safely reuse cache entries across users' requests, significantly improving efficiency while eliminating side-channel leakage.
The paper introduces DiffErase, a black-box attack that effectively removes inaudible audio watermarks while preserving perceptual quality by utilizing diffusion models.
This paper argues that AI in design ideation should be thought of as a friction agent for reflection instead of a smoothing agent for output.