An Intelligent Framework for Cluster-Based Side-Channel Analysis on Public-Key Cryptosystems

• Published in: IEEE internet of things journal p. 1
• Main Authors: Wei, Congming, He, Shulin, Wang, An, Sun, Shaofei, Ding, Yaoling, Zhang, Jingqi, Zhu, Liehuang
• Format: Journal Article
• Language: English
• Published: IEEE 25.09.2024
• Subjects: Classification algorithms; cluster; Clustering algorithms; Computational modeling; Convolutional neural networks; Cryptography; Deep learning; Noise; public-key cryptosystems; side-channel analysis

Classical cluster-based side-channel analysis (SCA) uses clustering algorithms to analyze power traces and often, principal component analysis to reduce the dimension of data, resulting in that clustering may not deal well with high-dimensional traces such as cryptographic algorithm implementations...