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News/Auditing and Mitigating Privacy Leakage in Cloud-Edge Collaborative Decoding
arxiv
PublishedSeptember 1, 2026 at 4:00 AM

Auditing and Mitigating Privacy Leakage in Cloud-Edge Collaborative Decoding

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arXiv:2608.29111v1 Announce Type: cross Abstract: Applications such as personalized assistance and proprietary document analysis require large language models (LLMs) to generate outputs from private data. Yet powerful LLMs typically cannot be deployed on the resource-constrained devices where privat

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