Yinpeng Dong
Tsinghua University(CN)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Anomaly Detection Techniques and Applications, Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Topic Modeling
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
- → Technical Report on the CleverHans v2.1.0 Adversarial Examples Library(2016)404 cited
- → Efficient Decision-Based Black-Box Adversarial Attacks on Face Recognition(2019)404 cited
- → Adversarial Attacks and Defences Competition(2018)311 cited
- → Benchmarking Adversarial Robustness on Image Classification(2020)242 cited
- → Improving Black-box Adversarial Attacks with a Transfer-based Prior(2019)124 cited
- → Improving Interpretability of Deep Neural Networks with Semantic Information(2017)120 cited
- → Improving Transferability of Adversarial Patches on Face Recognition with Generative Models(2021)114 cited