14 citations · 37 across the 8 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.LG2020★ 8 cited
Fast-Convergent Federated Learning with Adaptive Weighting
Hongda Wu, Ping Wang
Federated learning (FL) enables resource-constrained edge nodes to collaboratively learn a global model under the orchestration of a central server while keeping privacy-sensitive…
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★ 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…