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Characterizing and Understanding Defense Methods for GNNs on GPUs 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2023, 卷号: 22, 期号: 2, 页码: 137-140
作者:  Wu, Meng;  Yan, Mingyu;  Yang, Xiaocheng;  Li, Wenming;  Zhang, Zhimin;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
Kernel  Purification  Estimation  Graphics processing units  Perturbation methods  Electric breakdown  Training  Graph neural networks  defense  execution semantic  execution pattern  overhead  
Dancing With Wolves: An Intra-Process Isolation Technique With Privileged Hardware 期刊论文
IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2023, 卷号: 20, 期号: 3, 页码: 1959-1978
作者:  Wu, Chenggang;  Xie, Mengyao;  Wang, Zhe;  Zhang, Yinqian;  Lu, Kangjie;  Zhang, Xiaofeng;  Lai, Yuanming;  Kang, Yan;  Yang, Min;  Li, Tao
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
Codes  Hardware  Kernel  Runtime  Security  Registers  Virtualization  Intra-process memory isolation  Intel supervisor-mode access prevention  
On-Line Fault Protection for ReRAM-Based Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2023, 卷号: 72, 期号: 2, 页码: 423-437
作者:  Li, Wen;  Wang, Ying;  Liu, Cheng;  He, Yintao;  Liu, Lian;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载:14/0  |  提交时间:2023/07/12
Training  Fault detection  Computational modeling  Image edge detection  Memristors  Neural networks  Kernel  Deep neural network  hard fault  ReRAM  reliability  soft fault