2 citations · 2 across the 1 of their papers we have counts for
2 papers
cs.LG2021★ 2 cited
MUTEN: Boosting Gradient-Based Adversarial Attacks via Mutant-Based Ensembles
Yuejun Guo, Qiang Hu, Maxime Cordy +2
Deep Neural Networks (DNNs) are vulnerable to adversarial examples, which causes serious threats to security-critical applications. This motivated much research on providing mechan…
cs.LG2018
Nearly-tight bounds on linear regions of piecewise linear neural networks
Qiang Hu, Hao Zhang
The developments of deep neural networks (DNN) in recent years have ushered a brand new era of artificial intelligence. DNNs are proved to be excellent in solving very complex prob…