Tianyu Pang
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Anomaly Detection Techniques and Applications, Domain Adaptation and Few-Shot Learning, Topic Modeling, Advanced Neural Network Applications
Most-Cited Works
- → Boosting Adversarial Attacks with Momentum(2018)2,854 cited
- → Defense Against Adversarial Attacks Using High-Level Representation Guided Denoiser(2018)922 cited
- → Evading Defenses to Transferable Adversarial Examples by Translation-Invariant Attacks(2019)897 cited
- → Adversarial Attacks and Defences Competition(2018)311 cited
- → Benchmarking Adversarial Robustness on Image Classification(2020)242 cited
- → Improving Adversarial Robustness via Promoting Ensemble Diversity(2019)191 cited
- → Improving Black-box Adversarial Attacks with a Transfer-based Prior(2019)124 cited
- → Towards Face Encryption by Generating Adversarial Identity Masks(2021)107 cited
- → Rethinking Softmax Cross-Entropy Loss for Adversarial Robustness(2019)75 cited