Blind night-time image quality assessment : subjective and objective approaches

by Xiang, Tao, Yang, Ying, Guo, Shangwei
Published 2021

Ownership verification of DNN architectures via hardware cache side channels

by Lou, Xiaoxuan, Guo, Shangwei, Li, Jiwei, Zhang, Tianwei
Published 2022

NASPY: automated extraction of automated machine learning models

by Lou, Xiaoxuan, Guo, Shangwei, Li, Jiwei, Wu, Yaoxin, Zhang, Tianwei
Published 2023

Stealing deep reinforcement learning models for fun and profit

by CHEN, Kangjie, GUO, Shangwei, ZHANG, Tianwei, XIE, Xiaofei, LIU, Yang
Published 2021

Byzantine-resilient decentralized stochastic gradient descent

by GUO, Shangwei, ZHANG, Tianwei, YU, Han, XIE, Xiaofei, MA, Lei, XIANG, Tao, LIU, Yang
Published 2022

Byzantine-resilient decentralized stochastic gradient descent

by Guo, Shangwei, Zhang, Tianwei, Yu, Han, Xie, Xiaofei, Ma, Lei, Xiang, Tao, Liu, Yang
Published 2024

Mercury: an automated remote side-channel attack to Nvidia deep learning accelerator

by Yan, Xiaobei, Lou, Xiaoxuan, Xu, Guowen, Qiu, Han, Guo, Shangwei, Chang, Chip Hong, Zhang, Tianwei
Published 2023

Automatic transformation search against deep leakage from gradients

by Gao, Wei, Zhang, Xu, Guo, Shangwei, Zhang, Tianwei, Xiang, Tao, Qiu, Han, Wen, Yonggang, Liu, Yang
Published 2023