Privacy-Preserving Federated Learning for Internet of Medical Things Under Edge Computing

An optimised homomorphic CRT-RSA algorithm for secure and efficient communication

(2021) Rabia Abid et al.   Personal and Ubiquitous Computing

Federated transfer learning: Concept and applications

(2021) Sudipan Saha et al.   Intelligenza Artificiale

Federated Learning for Cybersecurity: Concepts, Challenges, and Future Directions

(2021) Mamoun Alazab et al.   IEEE Transactions on Industrial Informatics

Secure-Enhanced Federated Learning for AI-Empowered Electric Vehicle Energy Prediction

(2021) Weizheng Wang et al.   IEEE Consumer Electronics Magazine

Federated Learning: Challenges, Methods, and Future Directions

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

FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare

(2020) Yiqiang Chen et al.   IEEE INTELLIGENT SYSTEMS

Efficient Identity-Based Distributed Decryption Scheme for Electronic Personal Health Record Sharing System

(2020) Yudi Zhang et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

A privacy-preserving and non-interactive federated learning scheme for regression training with gradient descent

(2020) Fengwei Wang et al.   INFORMATION SCIENCES

GANobfuscator: Mitigating Information Leakage Under GAN via Differential Privacy

(2019) Chugui Xu et al.   IEEE Transactions on Information Forensics and Security

Memory Optimization for Energy-Efficient Differentially Private Deep Learning

(2019) Jonathon Edstrom et al.   IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS

Blockchained On-Device Federated Learning

(2019) Hyesung Kim et al.   IEEE COMMUNICATIONS LETTERS

Algorithms that remember: model inversion attacks and data protection law

(2018) Michael Veale et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

An overview of Fog computing and its security issues

(2015) Ivan Stojmenovic et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

The MNIST Database of Handwritten Digit Images for Machine Learning Research [Best of the Web]

(2012) Li Deng   IEEE SIGNAL PROCESSING MAGAZINE