An Efficient and Extensible Zero-knowledge Proof Framework for Neural Networks

ePrint Report: An Efficient and Extensible Zero-knowledge Proof Framework for Neural Networks

Tao Lu, Haoyu Wang, Wenjie Qu, Zonghui Wang, Jinye He, Tianyang Tao, Wenzhi Chen, Jiaheng Zhang

In recent years, cloud vendors have started to supply paid services for data analysis by providing interfaces of their well-trained neural network models. However, customers lack tools to verify whether outcomes supplied by cloud vendors are correct inferences from particular models, in the face of lazy or malicious vendors. The cryptographic primitive …

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