LSFL: A Lightweight and Secure Federated Learning Scheme for Edge Computing

Differentially Private Byzantine-Robust Federated Learning

(2022) Xu Ma et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Blockchain Empowered Asynchronous Federated Learning for Secure Data Sharing in Internet of Vehicles

(2020) Yunlong Lu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Federated Learning With Blockchain for Autonomous Vehicles: Analysis and Design Challenges

(2020) Shiva Raj Pokhrel et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices

(2020) Yang Zhao et al.   IEEE Internet of Things Journal

An Efficient and Privacy-Preserving Outsourced Support Vector Machine Training for Internet of Medical Things

(2020) Jing Wang et al.   IEEE Internet of Things Journal

Byzantine-Resilient Secure Federated Learning

(2020) Jinhyun So et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Adaptive Federated Learning in Resource Constrained Edge Computing Systems

(2019) Shiqiang Wang et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning

(2019) Xiaofei Wang et al.   IEEE NETWORK

Privacy-Preserving Deep Learning via Additively Homomorphic Encryption

(2018) Le Trieu Phong et al.   IEEE Transactions on Information Forensics and Security