Federated deep learning for anomaly detection in the internet of things

Federated learning for malware detection in IoT devices

(2022) Valerian Rey et al.   Computer Networks

Formulaic language identification model based on GCN fusing associated information

(2022) Fanqi Meng et al.   PeerJ Computer Science

Cyber Threat Intelligence Sharing Scheme Based on Federated Learning for Network Intrusion Detection

(2022) Mohanad Sarhan et al.   Journal of Network and Systems Management

Enhancing Physical-Layer Security for IoT With Nonorthogonal Multiple Access Assisted Semi-Grant-Free Transmission

(2022) Kunrui Cao et al.   IEEE Internet of Things Journal

Data Collection in MI-Assisted Wireless Powered Underground Sensor Networks: Directions, Recent Advances, and Challenges

(2021) Guanghua Liu   IEEE COMMUNICATIONS MAGAZINE

Improving high-impact bug report prediction with combination of interactive machine learning and active learning

(2021) Xiaoxue Wu et al.   INFORMATION AND SOFTWARE TECHNOLOGY

Optimized and federated soft-impute for privacy-preserving tensor completion in cyber-physical-social systems

(2021) Jia Yang et al.   INFORMATION SCIENCES

Anomaly Detection Using Deep Neural Network for IoT Architecture

(2021) Zeeshan Ahmad et al.   Applied Sciences-Basel

DeepBAN: A Temporal Convolution-Based Communication Framework for Dynamic WBANs

(2021) Kunqian Liu et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Privacy-Preserving Aggregation for Federated Learning-Based Navigation in Vehicular Fog

(2021) Qinglei Kong et al.   IEEE Transactions on Industrial Informatics

TrustFed: A Framework for Fair and Trustworthy Cross-Device Federated Learning in IIoT

(2021) Muhammad Habib ur Rehman et al.   IEEE Transactions on Industrial Informatics

EaSTFLy: Efficient and secure ternary federated learning

(2020) Ye Dong et al.   COMPUTERS & SECURITY

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

(2020) Yunlong Lu et al.   IEEE NETWORK

A Structural Evolution-Based Anomaly Detection Method for Generalized Evolving Social Networks

(2020) Huan Wang et al.   COMPUTER JOURNAL

A trusted feature aggregator federated learning for distributed malicious attack detection

(2020) Xinhong Hei et al.   COMPUTERS & SECURITY

When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multitimescale Resource Management for Multiaccess Edge Computing in 5G Ultradense Network

(2020) Shuai Yu et al.   IEEE Internet of Things Journal

IoT-Based Big Data Secure Management in the Fog Over a 6G Wireless Network

(2020) Christos L. Stergiou et al.   IEEE Internet of Things Journal

Adaptive Federated Learning and Digital Twin for Industrial Internet of Things

(2020) Wen Sun et al.   IEEE Transactions on Industrial Informatics

Deep Residual Correction Network for Partial Domain Adaptation

(2020) Shuang Li et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Security in Internet of Things: issues, challenges, taxonomy, and architecture

(2017) Vipindev Adat et al.   TELECOMMUNICATION SYSTEMS