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. <br>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.

本压缩包包含一篇拟发表论文的全部实验结果：《深度学习辅助侧信道分析（Side-channel Analysis）中的权重初始化器对比》。本数据集收录了该论文中所有实验的完整结果，其中包含因受限于论文版面篇幅未能纳入正文，但与研究结论紧密相关的实验数据。数据集内的内容为可视化图表，展示了基于深度学习的侧信道攻击（Side-channel Attack）的实验结果，用于探究权重初始化器（Weight Initializers）对攻击性能的影响。该论文详细阐述了本次实验的具体细节。本次实验所使用的数据集均为公开侧信道数据集，相关说明也刊载于该论文中，可通过网络获取。