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

DAC 2023 Two-party computation (2PC) is promising to enable privacy-preserving deep learning (DL). However, the 2PC-based privacy-preserving DL implementation comes with high comparison protocol overhead from the non-linear operators. This work presents PASNet, a novel systematic framework that enab...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Peng, Hongwu, Zhou, Shanglin, Luo, Yukui, Xu, Nuo, Duan, Shijin, Ran, Ran, Zhao, Jiahui, Wang, Chenghong, Geng, Tong, Wen, Wujie, Xu, Xiaolin, Ding, Caiwen
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Cryptography and Security
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!