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Modeling and Analysis of Thermal Covert Channel Attacks in Many-core Systems 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2023, 卷号: 72, 期号: 2, 页码: 494-500
作者:  Wang, Shengjie;  Wang, Xiaohang;  Jiang, Yingtao;  Singh, Amit Kumar;  Yang, Mei;  Huang, Letian
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Computational modeling  Receivers  Transmitters  Encoding  Bit error rate  Signal to noise ratio  Thermal conductivity  Many-core systems  thermal covert channel  analytical model  
A Systematic View of Model Leakage Risks in Deep Neural Network Systems 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3254-3267
作者:  Hu, Xing;  Liang, Ling;  Chen, Xiaobing;  Deng, Lei;  Ji, Yu;  Ding, Yufei;  Du, Zidong;  Guo, Qi;  Sherwood, Tim;  Xie, Yuan
收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12
Domain-specific architecture  deep learning security  model security  
Exploiting Security Dependence for Conditional Speculation Against Spectre Attacks 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2021, 卷号: 70, 期号: 7, 页码: 963-978
作者:  Zhao, Lutan;  Li, Peinan;  Hou, Rui;  Huang, Michael C.;  Liu, Peng;  Zhang, Lixin;  Meng, Dan
收藏  |  浏览/下载：29/0  |  提交时间：2021/12/01
Security  Hazards  Micromechanical devices  Microarchitecture  Out of order  Registers  Spectre vulnerabilities defense  security dependence  speculative execution side-channel vulnerabilities  
Enabling Secure NVM-Based in-Memory Neural Network Computing by Sparse Fast Gradient Encryption 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2020, 卷号: 69, 期号: 11, 页码: 1596-1610
作者:  Cai, Yi;  Chen, Xiaoming;  Tian, Lu;  Wang, Yu;  Yang, Huazhong
收藏  |  浏览/下载：318/0  |  提交时间：2020/12/10
Artificial neural networks  Nonvolatile memory  Encryption  Computational modeling  Hardware  Non-volatile memory (NVM)  compute-in-memory (CIM)  neural network  security  encryption