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Dec, 2023
利用内在噪声进行量子机器学习隐私保护
Harnessing Inherent Noises for Privacy Preservation in Quantum Machine Learning
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Keyi Ju, Xiaoqi Qin, Hui Zhong, Xinyue Zhang, Miao Pan...
TL;DR
利用量子计算中的自然噪声保护量子机器学习模型的数据隐私,在不同次数运行量子电路可以实现目标隐私保护水平。
Abstract
quantum computing
revolutionizes the way of solving complex problems and handling vast datasets, which shows great potential to accelerate the machine learning process. However,
data leakage
in quantum machine le
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