PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network Deployment

Author:

Peng Hongwu1,Zhou Shanglin1,Luo Yukui2,Xu Nuo3,Duan Shijin2,Ran Ran3,Zhao Jiahui1,Wang Chenghong4,Geng Tong5,Wen Wujie3,Xu Xiaolin2,Ding Caiwen1

Affiliation:

1. University of Connecticut,USA

2. Northeastern University,USA

3. Lehigh University,USA

4. Duke University,USA

5. University of Rochester,USA

Publisher

IEEE

Reference29 articles.

1. CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU

2. Soteria: In search of efficient neural networks for private inference;aggarwal,2020

3. Founding crytpography on oblivious transfer;kilian;STOC,1988

4. Azure machine learning;barnes;Microsoft Azure Essentials,2015

5. Safenet: A secure, accurate and fast neural network inference;lou;ICML,2020

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1. NEUROSEC: FPGA-Based Neuromorphic Audio Security;Lecture Notes in Computer Science;2024

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