Towards Communication-Efficient and Attack-Resistant Federated Edge Learning for Industrial Internet of Things

Federated Learning: Challenges, Methods, and Future Directions

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

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

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

Reliable Federated Learning for Mobile Networks

(2020) Jiawen Kang et al.   IEEE WIRELESS COMMUNICATIONS

Fog in the Clouds: UAVs to Provide Edge Computing to IoT Devices

(2020) Giovanni Schembra et al.   ACM Transactions on Internet Technology

Privacy-Preserving Traffic Flow Prediction: A Federated Learning Approach

(2020) Yi Liu et al.   IEEE Internet of Things Journal

Federated learning for 6G communications: Challenges, methods, and future directions

(2020) Yi Liu et al.   China Communications

A Secure Federated Learning Framework for 5G Networks

(2020) Yi Liu et al.   IEEE WIRELESS COMMUNICATIONS

Smart-Edge-CoCaCo: AI-Enabled Smart Edge with Joint Computation, Caching, and Communication in Heterogeneous IoT

(2019) Yixue Hao et al.   IEEE NETWORK

A Dynamic Service Migration Mechanism in Edge Cognitive Computing

(2019) Min Chen et al.   ACM Transactions on Internet Technology

An Audio-Visual Emotion Recognition System Using Deep Learning Fusion for a Cognitive Wireless Framework

(2019) M. Shamim Hossain et al.   IEEE WIRELESS COMMUNICATIONS

Differentially Private Asynchronous Federated Learning for Mobile Edge Computing in Urban Informatics

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

Emotion recognition using secure edge and cloud computing

(2019) M. Shamim Hossain et al.   INFORMATION SCIENCES

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

Dominant Data Set Selection Algorithms for Electricity Consumption Time-Series Data Analysis Based on Affine Transformation

(2019) Yi Wu et al.   IEEE Internet of Things Journal

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

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