activity
20162021
most citedTowards Strengthening Deep Learning-based Side Channel Attacks with Mixup

16 citations · 40 across the 7 of their papers we have counts for

collaborators

9 papers

cs.CR2021★ 2 cited

A Fast-Detection and Fault-Correction Algorithm against Persistent Fault Attack

Yukun Cheng, Mengce Zheng, Fan Huang +3

Persistent Fault Attack (PFA) is a recently proposed Fault Attack (FA) method in CHES 2018. It is able to recover full AES secret key in the Single-Byte-Fault scenario. It is demon…

cs.CR2021★ 16 cited

Towards Strengthening Deep Learning-based Side Channel Attacks with Mixup

Zhimin Luo, Mengce Zheng, Ping Wang +3

In recent years, various deep learning techniques have been exploited in side channel attacks, with the anticipation of obtaining more appreciable attack results. Most of them conc…

cs.IT2021

Two Problems about Monomial Bent Functions

Honggang Hu, Bei Wang, Xianhong Xie +1

In 2008, Langevin and Leander determined the dual function of three classes of monomial bent functions with the help of Stickelberger's theorem: Dillon, Gold and Kasami. In their p…

cs.CR2020

Adversarial Attack Based Countermeasures against Deep Learning Side-Channel Attacks

Ruizhe Gu, Ping Wang, Mengce Zheng +2

Numerous previous works have studied deep learning algorithms applied in the context of side-channel attacks, which demonstrated the ability to perform successful key recoveries. T…

cs.CR2020★ 13 cited

An Enhanced Convolutional Neural Network in Side-Channel Attacks and Its Visualization

Minhui Jin, Mengce Zheng, Honggang Hu +1

In recent years, the convolutional neural networks (CNNs) have received a lot of interest in the side-channel community. The previous work has shown that CNNs have the potential of…

cs.CR2020★ 9 cited

Enhancing the Performance of Practical Profiling Side-Channel Attacks Using Conditional Generative Adversarial Networks

Ping Wang, Ping Chen, Zhimin Luo +4

Recently, many profiling side-channel attacks based on Machine Learning and Deep Learning have been proposed. Most of them focus on reducing the number of traces required for succe…