Work

ShieldFL: Mitigating Model Poisoning Attacks in Privacy-Preserving Federated Learning

Year: 2022

Type: article

Source: IEEE Transactions on Information Forensics and Security

DOI: 10.1109/tifs.2022.3169918

Authors: Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Yingjiu Li, Robert H. Deng

Institutions: Xidian University, Singapore Management University, University of Oregon

Language: English

Topic: Privacy-Preserving Technologies in Data

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: closed

Funders: National Natural Science Foundation of China, National Key Research and Development Program of China, Fundamental Research Funds for the Central Universities, Key Research and Development Projects of Shaanxi Province

Awards: G222556785, G3291271152, 面向车联网协同感知的安全与隐私保护关键技术研究, G5538951345, 隐私保护的云加密数据共享与分析关键技术研究, G645651932, G6506919367, G868405051

OpenAlex ID: W4226047321

FWCI: 18.4

Cites: 39

Cited by: 385

Related to: 10