Research on Data Preprocessing in Side Channel Attack Based on Multi-Layer Perception
IOP Conference Series: Earth and Environmental Science(2020)
摘要
The data encryption process in the encryption chip will be leaked by means of timing operation time, probe collection operation power and electromagnetic signal interception, which makes side channel attack possible. The actual power consumption data usually contains a lot of noise, which reduces the success rate of side channel attack. This paper studies the preprocessing of FPGA power data, proposes two indexes -- MSNR (Maximum Signal Noise Ratio) and GE (Guessing Entropy), and the variance and mean curves of Hamming weight assist modelling to summarize three reliable preprocessing methods based on dynamic powers.
更多查看译文
关键词
Side-Channel Attacks,Security Analysis,Image Encryption,Resampling Detection,Color Image Encryption
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要