Preprocessed dataset for the paper "Make some noise. unleashing the power of convolutional neural networks for profiled side-channel analysis"

Preprocessed dataset for the paper "Make some noise. unleashing the power of convolutional neural networks for profiled side-channel analysis" This entry contains the preprocessed dataset in NumPy binary format. The dataset is derived from 4 different datasets: http://www.dpacontest.org/v4/ https://github.com/AESHD/AES_HD_Dataset https://github.com/ikizhvatov/randomdelays-traces https://github.com/ANSSI-FR/ASCAD The dataset is specifically processed to run the experimental routine provided in the separate repository. Contributors Jaehun Kim Stjepan Picek Annelie Heuser Shivam Bhasin Alan Hanjalic

本数据集为论文《注入噪声：解锁卷积神经网络（Convolutional Neural Networks）用于轮廓型边信道分析（profiled side-channel analysis）的潜力》的预处理数据集。本条目以NumPy二进制格式存储该预处理数据集。本数据集源自以下4个公开数据集：http://www.dpacontest.org/v4/、https://github.com/AESHD/AES_HD_Dataset、https://github.com/ikizhvatov/randomdelays-traces、https://github.com/ANSSI-FR/ASCAD。本数据集经过专门预处理，可用于运行独立代码仓库中提供的实验流程。贡献者：Jaehun Kim、Stjepan Picek、Annelie Heuser、Shivam Bhasin、Alan Hanjalic