A Guessing Entropy-Based Framework for Deep Learning-Assisted Side-Channel Analysis
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2023.3273169
Abstract: Recently deep-learning (DL) techniques have been widely adopted in side-channel power analysis. A DL-assisted SCA generally consists of two phases: a deep neural network (DNN) training phase and a follow-on attack phase using the trained… read more here.
Keywords: guessing entropy; dnn; side channel; deep learning ... See more keywords
Variations on a Theme by Massey
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Information Theory"
DOI: 10.1109/tit.2022.3141264
Abstract: In 1994, Jim Massey proposed the guessing entropy as a measure of the difficulty that an attacker has to guess a secret used in a cryptographic system, and established a well-known inequality between entropy and… read more here.
Keywords: variations theme; guessing entropy; entropy; theme massey ... See more keywords