Tianyu Pang

Boosting Adversarial Attacks with Momentum

Yinpeng Dong, Fangzhou Liao, Tianyu Pang et al. · 2018 · 2.8K citations

Artificial Intelligence, Data Augmentation, Deep Neural Networks +12

Defense Against Adversarial Attacks Using High-Level Representation Guided Denoiser

Fangzhou Liao, Ming Liang, Yinpeng Dong et al. · 2018 · 916 citations

Convolutional Neural Network, Computer Vision, Machine Learning +15

Evading Defenses to Transferable Adversarial Examples by Translation-Invariant Attacks

Yinpeng Dong, Tianyu Pang, Hang Su et al. · 2019 · 880 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Benchmarking Adversarial Robustness on Image Classification

Yinpeng Dong, Qian Fu, Xiao Yang et al. · 2020 · 241 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Improving Adversarial Robustness via Promoting Ensemble Diversity

Tianyu Pang, Kun Xu, Chao Du et al. · arXiv (Cornell University) · 2019 · 191 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16