Chulin Xie

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

Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses

Micah Goldblum, Dimitris Tsipras, Chulin Xie et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 272 citations

Engineering, Machine Learning, Information Security +19

Style-based Point Generator with Adversarial Rendering for Point Cloud Completion

Chulin Xie, Chuxin Wang, Bo Zhang et al. · 2021 · 77 citations

Attack-Resistant Federated Learning with Residual-based Reweighting

Shuhao Fu, Chulin Xie, Bo Li et al. · arXiv (Cornell University) · 2019 · 58 citations · Full text

Artificial Intelligence, Attack-resistant Federated Learning, Engineering +15

DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models

Boxin Wang, Weixin Chen, Hengzhi Pei et al. · arXiv (Cornell University) · 2023 · 58 citations · Full text

Privacy Protection, Engineering, Machine Learning +25