Privacy-preserving blockchain-enabled federated learning for B5G-Driven edge computing

Security and Privacy for Edge Intelligence in 5G and Beyond Networks: Challenges and Solutions

(2021) Yannan Li et al.   IEEE WIRELESS COMMUNICATIONS

Battery-constrained federated edge learning in UAV-enabled IoT for B5G/6G networks

(2021) Shunpu Tang et al.   Physical Communication

Federated Learning: Challenges, Methods, and Future Directions

(2020) Tian Li et al.   IEEE SIGNAL PROCESSING MAGAZINE

Federated Learning for Wireless Communications: Motivation, Opportunities, and Challenges

(2020) Solmaz Niknam et al.   IEEE COMMUNICATIONS MAGAZINE

Analyzing User-Level Privacy Attack Against Federated Learning

(2020) Mengkai Song et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Multi-Operator Spectrum Sharing for Massive IoT Coexisting in 5G/B5G Wireless Networks

(2020) Bo Qian et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

A Scalable Multi-Layer PBFT Consensus for Blockchain

(2020) Wenyu Li et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Privacy of Things: Emerging Challenges and Opportunities in Wireless Internet of Things

(2019) Youyang Qu et al.   IEEE WIRELESS COMMUNICATIONS

Federated Machine Learning

(2019) Qiang Yang et al.   ACM Transactions on Intelligent Systems and Technology

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

(2019) Xiaofei Wang et al.   IEEE NETWORK

Blockchained On-Device Federated Learning

(2019) Hyesung Kim et al.   IEEE COMMUNICATIONS LETTERS

Blockchain and Federated Learning for Privacy-Preserved Data Sharing in Industrial IoT

(2019) Yunlong Lu et al.   IEEE Transactions on Industrial Informatics

Improvement of the DPoS Consensus Mechanism in Blockchain Based on Vague Sets

(2019) Guangxia Xu et al.   IEEE Transactions on Industrial Informatics

Security for 4G and 5G cellular networks: A survey of existing authentication and privacy-preserving schemes

(2018) Mohamed Amine Ferrag et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Blockchain Technologies for the Internet of Things: Research Issues and Challenges

(2018) Mohamed Amine Ferrag et al.   IEEE Internet of Things Journal

Collaborative Mobile Edge Computing in 5G Networks: New Paradigms, Scenarios, and Challenges

(2017) Tuyen X. Tran et al.   IEEE COMMUNICATIONS MAGAZINE

5G: A Tutorial Overview of Standards, Trials, Challenges, Deployment, and Practice

(2017) Mansoor Shafi et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Intelligent 5G: When Cellular Networks Meet Artificial Intelligence

(2017) Rongpeng Li et al.   IEEE WIRELESS COMMUNICATIONS