Integration of blockchain and federated learning for Internet of Things: Recent advances and future challenges

Wireless Communications for Collaborative Federated Learning

(2021) Mingzhe Chen et al.   IEEE COMMUNICATIONS MAGAZINE

A Survey on Distributed Machine Learning

(2020) Joost Verbraeken et al.   ACM COMPUTING SURVEYS

Federated Learning: Challenges, Methods, and Future Directions

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

A Crowdsourcing Framework for On-Device Federated Learning

(2020) Shashi Raj Pandey et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Reliable Federated Learning for Mobile Networks

(2020) Jiawen Kang et al.   IEEE WIRELESS COMMUNICATIONS

Federated Learning for Data Privacy Preservation in Vehicular Cyber-Physical Systems

(2020) Yunlong Lu et al.   IEEE NETWORK

Decentralized Privacy Using Blockchain-Enabled Federated Learning in Fog Computing

(2020) Youyang Qu et al.   IEEE Internet of Things Journal

FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare

(2020) Yiqiang Chen et al.   IEEE INTELLIGENT SYSTEMS

Adaptive Federated Learning in Resource Constrained Edge Computing Systems

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

Privacy preservation in blockchain based IoT systems: Integration issues, prospects, challenges, and future research directions

(2019) Muneeb Ul Hassan et al.   Future Generation Computer Systems-The International Journal of eScience

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

(2019) Xiaofei Wang et al.   IEEE NETWORK

Blockchain for Internet of Things: A Survey

(2019) Hong-Ning Dai et al.   IEEE Internet of Things Journal

Smart Edge: The Effects of Shifting the Center of Data Gravity Out of the Cloud

(2019) Mark Campbell   COMPUTER

Incentive Mechanism for Reliable Federated Learning: A Joint Optimization Approach to Combining Reputation and Contract Theory

(2019) Jiawen Kang et al.   IEEE Internet of Things Journal

Blockchained On-Device Federated Learning

(2019) Hyesung Kim et al.   IEEE COMMUNICATIONS LETTERS

Demystifying Membership Inference Attacks in Machine Learning as a Service

(2019) Stacey Truex et al.   IEEE Transactions on Services Computing

On blockchain and its integration with IoT. Challenges and opportunities

(2018) Ana Reyna et al.   Future Generation Computer Systems-The International Journal of eScience

A Survey on Security and Privacy Issues of Bitcoin

(2018) Mauro Conti et al.   IEEE Communications Surveys and Tutorials

CreditCoin: A Privacy-Preserving Blockchain-Based Incentive Announcement Network for Communications of Smart Vehicles

(2018) Lun Li et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Untangling Blockchain: A Data Processing View of Blockchain Systems

(2018) Tien Tuan Anh Dinh et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Ambient Backscatter Assisted Wireless Powered Communications

(2018) Xiao Lu et al.   IEEE WIRELESS COMMUNICATIONS

Industry 4.0: state of the art and future trends

(2018) Li Da Xu et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

ShadowEth: Private Smart Contract on Public Blockchain

(2018) Rui Yuan et al.   JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY

Security of smart manufacturing systems

(2018) Nilufer Tuptuk et al.   JOURNAL OF MANUFACTURING SYSTEMS

Emerging and Unconventional: New Attacks and Innovative Detection Techniques

(2018) Luca Caviglione et al.   Security and Communication Networks

A Review on the Use of Blockchain for the Internet of Things

(2018) Tiago M. Fernandez-Carames et al.   IEEE Access

Consortium Blockchain-Based Malware Detection in Mobile Devices

(2018) Jingjing Gu et al.   IEEE Access

BeeKeeper: A Blockchain-based IoT System with Secure Storage and Homomorphic Computation

(2018) Lijing Zhou et al.   IEEE Access

Multitier Fog Computing With Large-Scale IoT Data Analytics for Smart Cities

(2018) Jianhua He et al.   IEEE Internet of Things Journal

Blockchain-based Decentralized Trust Management in Vehicular Networks

(2018) Zhe Yang et al.   IEEE Internet of Things Journal

Blockchain Meets IoT: An Architecture for Scalable Access Management in IoT

(2018) Oscar Novo   IEEE Internet of Things Journal

Ancile: Privacy-preserving framework for access control and interoperability of electronic health records using blockchain technology

(2018) Gaby G. Dagher et al.   Sustainable Cities and Society

Toward Blockchains for Health-Care Systems: Applying the Bilinear Pairing Technology to Ensure Privacy Protection and Accuracy in Data Sharing

(2018) Hsin-Te Wu et al.   IEEE Consumer Electronics Magazine

Everything You Wanted to Know About the Blockchain: Its Promise, Components, Processes, and Problems

(2018) Deepak Puthal et al.   IEEE Consumer Electronics Magazine

Security Services Using Blockchains: A State of the Art Survey

(2018) Tara Salman et al.   IEEE Communications Surveys and Tutorials

Privacy Preservation in Big Data from the Communication Perspective — A Survey

(2018)   IEEE Communications Surveys and Tutorials

Efficient and Privacy-preserving Carpooling using Blockchain-assisted Vehicular Fog Computing

(2018) Meng Li et al.   IEEE Internet of Things Journal

Graph Data Anonymization, De-Anonymization Attacks, and De-Anonymizability Quantification: A Survey

(2017) Shouling Ji et al.   IEEE Communications Surveys and Tutorials

Security and Privacy in Decentralized Energy Trading through Multi-signatures, Blockchain and Anonymous Messaging Streams

(2016) Nurzhan Zhumabekuly Aitzhan et al.   IEEE Transactions on Dependable and Secure Computing

Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications

(2015) Ala Al-Fuqaha et al.   IEEE Communications Surveys and Tutorials

Secure Data Aggregation with Fully Homomorphic Encryption in Large-Scale Wireless Sensor Networks

(2015) Xing Li et al.   SENSORS