Data underlying the publication: A Comparison of Weight Initializers in Deep Learning-based Side-channel Analysis

Zip file with results for publication: A Comparison of Weight Initializers in Deep Learning-based Side-channel Analysis. This dataset holds all the results of experiments performed within this publication, including results that did not fit into the publication's page limits but were relevant to the conclusions. Data within this dataset are figures with the results of performed deep learning-based side-channel attacks for the investigation of the influence of weight initializers on the attack performance. The publication provides more information on the experiments that were performed. The datasets used for the experiments are public side-channel datasets, which are also described in the publication and can be found online.

本数据集为配套发表论文的实验结果压缩包：《深度学习侧信道分析（Side-channel Analysis）中权重初始化方法（weight initializers）的对比研究》。本数据集收录了该论文中所有实验的结果，其中涵盖了因版面限制未被纳入正文，但与研究结论相关的实验数据。数据集内包含用于探究权重初始化方法对深度学习侧信道攻击（deep learning-based side-channel attack）性能影响的实验结果可视化图表。该论文详细阐述了本次实验的具体实施细节。本次实验所使用的公开侧信道数据集（public side-channel datasets）也在论文中进行了说明，且可在线获取。