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《制造噪声：释放卷积神经网络在轮廓侧信道分析中的潜力》的配套预处理数据集，采用NumPy二进制格式存储。该数据集源自4个公开数据集，具体包括：DPAContest V4（http://www.dpacontest.org/v4/）、AES_HD数据集（https://github.com/AESHD/AES_HD_Dataset）、随机延迟轨迹数据集（https://github.com/ikizhvatov/randomdelays-traces）以及ASCAD数据集（https://github.com/ANSSI-FR/ASCAD）。本数据集经过针对性预处理，可直接运行独立开源仓库中提供的实验流程。数据集贡献者：Jaehun Kim、Stjepan Picek、Annelie Heuser、Shivam Bhasin、Alan Hanjalic