Privacy-Preserving Federated Learning Using Homomorphic Encryption

A survey on federated learning

(2021) Chen Zhang et al.   KNOWLEDGE-BASED SYSTEMS

SecureBoost: A Lossless Federated Learning Framework

(2021) Kewei Cheng et al.   IEEE INTELLIGENT SYSTEMS

Semi-Decentralized Federated Learning With Cooperative D2D Local Model Aggregations

(2021) Frank Po-Chen Lin et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Privacy-Preserving Multiobjective Sanitization Model in 6G IoT Environments

(2020) Jerry Chun-Wei Lin et al.   IEEE Internet of Things Journal

Federated Machine Learning

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

Efficient and Privacy-Preserving Outsourced Calculation of Rational Numbers

(2018) Ximeng Liu et al.   IEEE Transactions on Dependable and Secure Computing

An Efficient Privacy-Preserving Outsourced Calculation Toolkit With Multiple Keys

(2016) Ximeng Liu et al.   IEEE Transactions on Information Forensics and Security

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING