Pin‐Yu Chen
IBM (United States)(US)IBM Research - Thomas J. Watson Research Center(US)
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, Complex Network Analysis Techniques
Most-Cited Works
- → ZOO(2017)1,710 cited
- → EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples(2018)578 cited
- → AutoZOOM: Autoencoder-Based Zeroth Order Optimization Method for Attacking Black-Box Neural Networks(2019)364 cited
- → Is Robustness the Cost of Accuracy? – A Comprehensive Study on the Robustness of 18 Deep Image Classification Models(2018)359 cited
- → Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective(2019)332 cited
- → Adversarial T-Shirt! Evading Person Detectors in a Physical World(2020)291 cited
- DBA: Distributed Backdoor Attacks against Federated Learning(2020)