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    Cryptographic inference for large language model via secret sharing

    Cryptographic inference for large language model via secret sharing by CHENG Ke, XIA Yuheng, DAI Chuanyun, FU Jiaxuan, ZHU Xinghui, SHEN Yulong

    Published 2025-06-01

    Inference services based on large language models may lead to the leakage of user input hints to the server or proprietary model weights to the user. Cryptographic techniques such as secure multi-party computation and homomorphic encryption provide feasible solutions to the above problems, but they...

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