Privacy-Preserving Federated Learning for Industrial Edge Computing via Hybrid Differential Privacy and Adaptive Compression

Differential Privacy for Industrial Internet of Things: Opportunities, Applications, and Challenges

(2021) Bin Jiang et al.   IEEE Internet of Things Journal

Energy-Efficient Industrial Internet of Things: Overview and Open Issues

(2021) Wenliang Mao et al.   IEEE Transactions on Industrial Informatics

Federated Tensor Decomposition-Based Feature Extraction Approach for Industrial IoT

(2021) Yuan Gao et al.   IEEE Transactions on Industrial Informatics

Resource Allocation for Latency-Aware Federated Learning in Industrial Internet of Things

(2021) Weifeng Gao et al.   IEEE Transactions on Industrial Informatics

FLEAM: A Federated Learning Empowered Architecture to Mitigate DDoS in Industrial IoT

(2021) Jianhua Li et al.   IEEE Transactions on Industrial Informatics

Federated Threat-Hunting Approach for Microservice-Based Industrial Cyber-Physical System

(2021) Mohamed Abdel-Basset et al.   IEEE Transactions on Industrial Informatics

Toward Accurate Anomaly Detection in Industrial Internet of Things Using Hierarchical Federated Learning

(2021) Xiaoding Wang et al.   IEEE Internet of Things Journal

Light-Edge: A Lightweight Authentication Protocol for IoT Devices in an Edge-Cloud Environment

(2021) Ali Shahidinejad et al.   IEEE Consumer Electronics Magazine

A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks

(2020) Mingzhe Chen et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

PoisonGAN: Generative Poisoning Attacks Against Federated Learning in Edge Computing Systems

(2020) Jiale Zhang et al.   IEEE Internet of Things Journal

Intelligent Reflecting Surface Assisted Mobile Edge Computing for Internet of Things

(2020) Zheng Chu et al.   IEEE Wireless Communications Letters

LEVER: Secure Deduplicated Cloud Storage With Encrypted Two-Party Interactions in Cyber--Physical Systems

(2020) Zahra Pooranian et al.   IEEE Transactions on Industrial Informatics

Fed-IIoT: A Robust Federated Malware Detection Architecture in Industrial IoT

(2020) Rahim Taheri et al.   IEEE Transactions on Industrial Informatics

Random Sample Partition: A Distributed Data Model for Big Data Analysis

(2019) Salman Salloum et al.   IEEE Transactions on Industrial Informatics

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

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

Efficient and Privacy-Enhanced Federated Learning for Industrial Artificial Intelligence

(2019) Meng Hao et al.   IEEE Transactions on Industrial Informatics

Hardware/Software Co-Design of an Accelerator for FV Homomorphic Encryption Scheme Using Karatsuba Algorithm

(2018) Vincent Migliore et al.   IEEE TRANSACTIONS ON COMPUTERS

Privacy Enhanced Matrix Factorization for Recommendation with Local Differential Privacy

(2018) Hyejin Shin et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

SecureMed: Secure Medical Computation Using GPU-Accelerated Homomorphic Encryption Scheme

(2018) Alhassan Khedr et al.   IEEE Journal of Biomedical and Health Informatics

On Multi-Access Edge Computing: A Survey of the Emerging 5G Network Edge Cloud Architecture and Orchestration

(2017) Tarik Taleb et al.   IEEE Communications Surveys and Tutorials

Location Privacy Protection based on Differential Privacy Strategy for Big Data in Industrial Internet-of-Things

(2017) Chunyong Yin et al.   IEEE Transactions on Industrial Informatics

Individual Differential Privacy: A Utility-Preserving Formulation of Differential Privacy Guarantees

(2017) Jordi Soria-Comas et al.   IEEE Transactions on Information Forensics and Security

Security-Aware Waveforms for Enhancing Wireless Communications Privacy in Cyber-Physical Systems via Multipath Receptions

(2017) Qian Xu et al.   IEEE Internet of Things Journal

Internet of Things and Big Data Analytics for Smart and Connected Communities

(2016) Yunchuan Sun et al.   IEEE Access

Correlated Differential Privacy: Hiding Information in Non-IID Data Set

(2015) Tianqing Zhu et al.   IEEE Transactions on Information Forensics and Security

A Hybrid Scheme of Public-Key Encryption and Somewhat Homomorphic Encryption

(2015) Jung Hee Cheon et al.   IEEE Transactions on Information Forensics and Security