文献阅读笔记-Adaptive Chosen-Plaintext Deep Learning-Based Side-Channel Analysis
Contents
文章信息
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作者:Yanbin Li1,2,3,Yuxin Huang4,Yikang Guo4,Chunpeng Ge1,Fanyu Kong1,Yongjun Ren5。
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单位:
- School of Software, Shandong University, Jinan, China, 250101
- State Key Laboratory of Cryptology, P.O.Box 5159, Beijing, China, 100878
- Henan Key Laboratory of Network Cryptography Technology
- College of Artificial Intelligence, Nanjing Agricultural University, Nanjing, China, 210095
- School of Computer, Nanjing University of Information Science and Technology, Nanjing, 210044
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期刊: IEEE Internet of Things Journal (中科院2023版一区)
文章内容
相关知识
选择明文侧信道攻击
敏感性分析
在本文中,敏感性分析采用类似One-at-a-time(OAT)的敏感值分析方案,在不同区间上加入随机的扰动来观察对模型最终输出结果的影响,以此来识别模型有价值的特征的位置,具体操作如图1所示。