activity
20202023
most citedTowards Strengthening Deep Learning-based Side Channel Attacks with Mixup

16 citations · 47 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CR2023★ 4 cited

Notes on Small Private Key Attacks on Common Prime RSA

Mengce Zheng

We point out critical deficiencies in lattice-based cryptanalysis of common prime RSA presented in ``Remarks on the cryptanalysis of common prime RSA for IoT constrained low power…

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.CR2020★ 3 cited

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…