Xueluan Gong

Backdoor Attacks and Defenses in Federated Learning: State-of-the-Art, Taxonomy, and Future Directions

Xueluan Gong, Yanjiao Chen, Qian Wang et al. · IEEE Wireless Communications · 2022 · 100 citations

Artificial Intelligence, Engineering, Machine Learning +19

Model Extraction Attacks and Defenses on Cloud-Based Machine Learning Models

Xueluan Gong, Qian Wang, Yanjiao Chen et al. · IEEE Communications Magazine · 2020 · 63 citations

Artificial Intelligence, Engineering, Machine Learning +20

Coordinated Backdoor Attacks against Federated Learning with Model-Dependent Triggers

Xueluan Gong, Yanjiao Chen, Huayang Huang et al. · IEEE Network · 2022 · 61 citations

Engineering, Machine Learning, Information Security +17

Defense-Resistant Backdoor Attacks Against Deep Neural Networks in Outsourced Cloud Environment

Xueluan Gong, Yanjiao Chen, Qian Wang et al. · IEEE Journal on Selected Areas in Communications · 2021 · 46 citations · Full text

Gradient Descent, Engineering, Machine Learning +20

InverseNet: Augmenting Model Extraction Attacks with Training Data Inversion

Xueluan Gong, Yanjiao Chen, Wenbin Yang et al. · 2021 · 45 citations · Full text

Engineering, Machine Learning, Evasion Technique +18