A survey on security and privacy of federated learning

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

Decentralized Knowledge Acquisition for Mobile Internet Applications

(2020) Jing Jiang et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

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

(2020) Yunlong Lu et al.   IEEE NETWORK

A training-integrity privacy-preserving federated learning scheme with trusted execution environment

(2020) Yu Chen et al.   INFORMATION SCIENCES

Clustered Federated Learning: Model-Agnostic Distributed Multitask Optimization Under Privacy Constraints

(2020) Felix Sattler et al.   IEEE Transactions on Neural Networks and Learning Systems

A Node Density Control Learning Method for the Internet of Things

(2019) Shumei Lou et al.   SENSORS

P4-to-blockchain: A secure blockchain-enabled packet parser for software defined networking

(2019) Abbas Yazdinejad et al.   COMPUTERS & SECURITY

Guest Editorial: Recent Advances in Cyber-Physical Security in Industrial Environments

(2019) Z. Lv et al.   IEEE Transactions on Industrial Informatics

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

Software-defined networking-based crypto ransomware detection using HTTP traffic characteristics

(2018) Krzysztof Cabaj et al.   COMPUTERS & ELECTRICAL ENGINEERING

A deep learning approach for ECG-based heartbeat classification for arrhythmia detection

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

Privacy-Preserving Deep Learning via Additively Homomorphic Encryption

(2018) Le Trieu Phong et al.   IEEE Transactions on Information Forensics and Security

Emerging and Unconventional: New Attacks and Innovative Detection Techniques

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

A Game-Theoretic Approach to Design Secure and Resilient Distributed Support Vector Machines

(2018) Rui Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

The New Threats of Information Hiding: The Road Ahead

(2018) Krzysztof Cabaj et al.   IT Professional

A Distributed Anomaly Detection System for In-Vehicle Network Using HTM

(2018) Chundong Wang et al.   IEEE Access

Introduction of Key Problems in Long-Distance Learning and Training

(2018) Shuai Liu et al.   MOBILE NETWORKS & APPLICATIONS

The Evolution of Computing: AlphaGo

(2016) Jim X. Chen   COMPUTING IN SCIENCE & ENGINEERING

The security of machine learning

(2010) Marco Barreno et al.   MACHINE LEARNING

A Survey on Transfer Learning

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