Pin‐Yu Chen

ZOO

Pin‐Yu Chen, Huan Zhang, Yash Sharma et al. · 2017 · 1.7K citations · Full text

Artificial Intelligence, Traffic Sign Identification, Deep Neural Networks +15

EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples

Pin‐Yu Chen, Yash Sharma, Huan Zhang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 578 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +10

AutoZOOM: Autoencoder-Based Zeroth Order Optimization Method for Attacking Black-Box Neural Networks

Chun‐Chen Tu, Paishun Ting, Pin‐Yu Chen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 361 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective

Kaidi Xu, Hongge Chen, Sijia Liu et al. · 2019 · 328 citations · Full text

Engineering, Machine Learning, Network Robustness +18

DBA: Distributed Backdoor Attacks against Federated Learning

Chulin Xie, Keli Huang, Pin‐Yu Chen et al. · International Conference on Learning Representations · 2020 · 272 citations

Engineering, Machine Learning, Information Security +18