基于深度学习的侧信道攻击指北
本文是关于侧信道攻击入门的指北，不适合未满8岁的人士食用，未成年人请在成年人的陪同下浏览。本人对指北内容概不负责，如有眩晕、呕吐等不适情况请立刻关闭该网页并及时就医。
论文（持续补充）
这里是本人看过（下载过）的论文，会持续补充。
#
题目
站内链接
论文链接
类型
0
Study of Deep Learning Techniques for Side-Channel Analysis and Introduction to ASCAD Database
click
link
入门必看
1
One Network to rule them all. An autoencoder approach to encode datasets
click
link
特征提取
2
Multilabel Deep Learning-Based Side-Channel A ...
到底是侧信道攻击还是侧信道分析？
在写论文的时候要写side channel attack还是side channel analysis？？？
文献阅读笔记-Adaptive Chosen-Plaintext Deep Learning-based Side-Channel Analysis
文章信息
作者：Yanbin Li, Yuxin Huang, Yikang Guo, Chunpeng Ge, Fanyu Kong, Yongjun Ren.
单位：Shandong University, Jinan, China, Nanjing Agricultural University, Nanjing, China, Nanjing University of Information Science and Technology, Nanjing, 210044, China.
出处：IEEE Internet of Things Journal
标题：Adaptive Chosen-Plaintext Deep Learning-based Side-Channel Analysis
p(k∗li)=p(li∣k∗)⋅(k∗)∑kj∈K(p(li∣kj)⋅(kj ...
文献阅读笔记-Exploring Feature Selection Scenarios for Deep Learning-based Side-channel Analysis
文章信息
作者：Guilherme Perin1,2, Lichao Wu2 and Stjepan Picek1
单位：
1 Radboud University, Nijmegen, The Netherlands picek.stjepan@gmail.com
2 Delft University of Technology, Delft, The Netherlands {G.Perin,L.Wu-4}@tudelft.nl
出处：IACR Transactions on Cryptographic Hardware and Embedded Systems
标题：Exploring Feature Selection Scenarios for Deep Learning-based Side-channel Analysis
文章内容
研究背景
近年来，深度学习技术在 ...
第九届密码学竞赛-赛题三WP
8ebc5255ec32af16fc530bedea0bf6ceb6ce6110747e6f54047bdc5f91951d6b1f7264c3806a369ba3b9d3bc34ee1683bd23507352d3fad2835ce24eedd54d89070221ec41f9d33d459f30ada5ac18f24cb7bdbc3081cfceb9e131f5dd02aac3a7a707a4353b1f5b180a646b7bef5ec606ca0a84c9f397601e114ce2cc19cb7c28e559a54fc8691e44f3fe308d1638b75469c410bf1dcc9b59976e58b066791c316942c1b239709fb079ee102ad5996609a32cf270d3d633e25ab3ee9452244f6b2a7e9f16a08 ...
换服务器啦！
之前那个服务器实在是太卡了，网站总是刷不出来，今天晚上斥巨资整了一个99的遥遥领先云，真爽！！！
文献阅读笔记-Peek into the Black-Box:Interpretable Neural Network using SAT Equations in Side-Channel Analysis
文章信息
作者：Trevor Yap, Adrien Benamira, Shivam Bhasin and Thomas Peyrin
单位：School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore
出处：IACR Transactions on Cryptographic Hardware and Embedded Systems ISSN 2569-2925, Vol. 2023, No. 2, pp. 24–53.
标题：Peek into the Black-Box: Interpretable Neural Network using SAT Equations in Side-Channel Analysis
日期：2023
文章内 ...
文献阅读笔记-Pay Attention to Raw Traces: A Deep Learning Architecture for End-to-End Profiling Attacks Analysis
文章信息
作者：Xiangjun Lu, Chi Zhang, Pei Cao, Dawu Gu, Haining Lu
单位：Shanghai Jiao Tong University, Shanghai, China
出处：IACR Transactions on Cryptographic Hardware and Embedded Systems
标题：Pay Attention to Raw Traces: A Deep Learning Architecture for End-to-End Profiling Attacks
日期：2021年7月9日
研究背景
深度神经网络与侧信道攻击相结合对加密设备造成了巨大的威胁，但大部分文章都是基于一个假设前提，即攻击者攻击的兴趣点区间是基于先验知识挑选出来的，为了完全基于黑盒对设备发起侧信道攻击，作者直接将原始能量迹作为输入来完成 ...
文献阅读笔记-Breaking Free: Leakage Model-free Deep Learning-based Side-channel Analysis
文章信息
作者：Lichao Wu, Amir Ali-pour, Azade Rezaeezade, Guilherme Perin and Stjepan Picek
单位：Radboud University, The Netherlands Delft University of Technology, The Netherlands Leiden University, The Netherlands Independent Researcher
出处：Eprint
标题：Breaking Free: Leakage Model-free Deep Learning-based Side-channel Analysis
日期：2023年7月17日
背景
现如今基于深度学习结合侧信道攻击已经成为了较为强大的攻击手段，攻击者将采集到的原始能量迹经预处理 ...