Practical attribute reconstruction attack against federated learning

by Chen, Chen, Lyu, Lingjuan, Yu, Han, Chen, Gang
Published 2024

Privacy-preserving blockchain-based federated learning for IoT devices

by Zhao, Yang, Zhao, Jun, Jiang, Linshan, Tan, Rui, Niyato, Dusit, Li, Zengxiang, Lyu, Lingjuan, Liu, Yingbo
Published 2022

Privacy and robustness in federated learning: attacks and defenses

by Lyu, Lingjuan, Yu, Han, Ma, Xingjun, Chen, Chen, Sun, Lichao, Zhao, Jun, Yang, Qiang, Yu, Philip S.
Published 2023

Local differential privacy-based federated learning for Internet of Things

by Zhao, Yang, Zhao, Jun, Yang, Mengmeng, Wang, Teng, Wang, Ning, Lyu, Lingjuan, Niyato, Dusit, Lam, Kwok-Yan
Published 2021

Privacy-preserving anomaly detection in cloud manufacturing via federated transformer

by Ma, Shiyao, Nie, Jiangtian, Kang, Jiawen, Lyu, Lingjuan, Liu, Ryan Wen, Zhao, Ruihui, Liu, Ziyao, Niyato, Dusit
Published 2022