Federated Learning Inspired Low-Complexity Intrusion Detection and Classification Technique for SDN-Based Industrial CPS

On the Reliability of Industrial Internet of Things from Systematic Perspectives: Evaluation Approaches, Challenges, and Open Issues

(2022) Dong-Seong Kim et al.   IETE TECHNICAL REVIEW

An Enhanced Intrusion Detection System for IoT Networks Based on Deep Learning and Knowledge Graph

(2022) Xiuzhang Yang et al.   Security and Communication Networks

FELIDS: Federated learning-based intrusion detection system for agricultural Internet of Things

(2022) Othmane Friha et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Intelligent software defined networking: Long short term memory‐graded rated unit enabled block‐attack model to tackle distributed denial of service attacks

(2022) Monica Murlidhar Jagtap et al.   Transactions on Emerging Telecommunications Technologies

Federated Learning-Inspired Technique for Attack Classification in IoT Networks

(2022) Tariq Ahamed Ahanger et al.   Mathematics

Unsupervised Learning for Feature Selection: A Proposed Solution for Botnet Detection in 5G Networks

(2022) Moemedi Lefoane et al.   IEEE Transactions on Industrial Informatics

EEFED: Personalized Federated Learning of Execution&Evaluation Dual Network for CPS Intrusion Detection

(2022) Xianting Huang et al.   IEEE Transactions on Information Forensics and Security

A Flow-Based Anomaly Detection Approach With Feature Selection Method Against DDoS Attacks in SDNs

(2022) Mahmoud Said El Sayed et al.   IEEE Transactions on Cognitive Communications and Networking

An Efficient Hybrid-DNN for DDoS Detection and Classification in Software-Defined IIoT Networks

(2022) Ahmad Zainudin et al.   IEEE Internet of Things Journal

Machine Learning Approach Equipped with Neighbourhood Component Analysis for DDoS Attack Detection in Software-Defined Networking

(2021) Özgür Tonkal et al.   Electronics

RFDOA-Net: An Efficient ConvNet for RF-Based DOA Estimation in UAV Surveillance Systems

(2021) Rubina Akter et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Intelligent Intrusion Detection Based on Federated Learning for Edge-Assisted Internet of Things

(2021) Dapeng Man et al.   Security and Communication Networks

A Novel Intrusion Detection Method Based on Lightweight Neural Network for Internet of Things

(2021) Ruijie Zhao et al.   IEEE Internet of Things Journal

Intrusion Detection Based on Privacy-Preserving Federated Learning for the Industrial IoT

(2021) Pedro Ruzafa-Alcazar et al.   IEEE Transactions on Industrial Informatics

Network Intrusion Detection and Comparative Analysis Using Ensemble Machine Learning and Feature Selection

(2021) Saikat Das et al.   IEEE Transactions on Network and Service Management

DeepFed: Federated Deep Learning for Intrusion Detection in Industrial Cyber–Physical Systems

(2020) Beibei Li et al.   IEEE Transactions on Industrial Informatics