An overview of profiling side channel analysis based on machine learning

2019 International Conference on Advanced Electronic Materials, Computers and Materials Engineering

无线电电子学;计算机科学;材料科学

Song, Shijie^1 ; Chen, Kaiyan^1 ; Ma, Jiawei^1

Army Engineering University, Shi Jia Zhuang, HeiBei

050051, China^1

关键词: Cryptographic security;    On-machines;    Side-channel;    Side-channel analysis;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/563/3/032029/pdf
DOI  :  10.1088/1757-899X/563/3/032029

来源: IOP

【 摘 要 】

It has made a real issue in cryptographic security with the widespread use of them which attracts more attention now. This paper summarizes the most distinguishing profiling type attack in the side channel of cryptographic chips.The principle steps of the traditional profiling side channel analysis are introduced firstly,then the exposed problems are directed in discussion.It fits well to solve the problems using the algorithm in machine learning. So what undoubtedly added in is that the profiling side channel analysis is based on machine learning. Also the situation and the progress are both the significance in the paper.The disadvantages and the future of its development are mentioned at the end.