Intrusion detection using multi-objective evolutionary convolutional neural network for Internet of Things in Fog computing

An Intelligent Tree-Based Intrusion Detection Model for Cyber Security

(2021) Mohammad Al-Omari et al.   Journal of Network and Systems Management

Multi-scale Self-Organizing Map assisted Deep Autoencoding Gaussian Mixture Model for unsupervised intrusion detection

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

Metaheuristic algorithm for anomaly detection in Internet of Things leveraging on a neural-driven multiagent system

(2021) Agostino Forestiero   KNOWLEDGE-BASED SYSTEMS

A multi-measure feature selection algorithm for efficacious intrusion detection

(2021) Vitali Herrera-Semenets et al.   KNOWLEDGE-BASED SYSTEMS

Semi-Supervised Spatiotemporal Deep Learning for Intrusions Detection in IoT Networks

(2021) Mohamed Abdel-Basset et al.   IEEE Internet of Things Journal

A bidirectional LSTM deep learning approach for intrusion detection

(2021) Yakubu Imrana et al.   EXPERT SYSTEMS WITH APPLICATIONS

One-class support vector classifiers: A survey

(2020) Shamshe Alam et al.   KNOWLEDGE-BASED SYSTEMS

Deep learning methods in network intrusion detection: A survey and an objective comparison

(2020) Sunanda Gamage et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

A multi-objective immune algorithm for intrusion feature selection

(2020) Wenhong Wei et al.   APPLIED SOFT COMPUTING

AutoML: A survey of the state-of-the-art

(2020) Xin He et al.   KNOWLEDGE-BASED SYSTEMS

A GRU deep learning system against attacks in software defined networks

(2020) Marcos V.O. Assis et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Learning Latent Representation for IoT Anomaly Detection

(2020) Ly Vu et al.   IEEE Transactions on Cybernetics

Stacked Autoencoder-Based Intrusion Detection System to Combat Financial Fraudulent

(2020) Ghulam Muhammad et al.   IEEE Internet of Things Journal

Research on Scene Classification Method of High-Resolution Remote Sensing Images Based on RFPNet

(2019) Zhang et al.   Applied Sciences-Basel

A Supervised Intrusion Detection System for Smart Home IoT Devices

(2019) Eirini Anthi et al.   IEEE Internet of Things Journal

An Ensemble Intrusion Detection Technique based on proposed Statistical Flow Features for Protecting Network Traffic of Internet of Things

(2018) Nour Moustafa et al.   IEEE Internet of Things Journal

An improved NSGA-III algorithm for feature selection used in intrusion detection

(2017) Yingying Zhu et al.   KNOWLEDGE-BASED SYSTEMS

Intrusion Detection in 802.11 Networks: Empirical Evaluation of Threats and a Public Dataset

(2016) Constantinos Kolias et al.   IEEE Communications Surveys and Tutorials

Ensemble Classification and Regression-Recent Developments, Applications and Future Directions [Review Article]

(2016) Ye Ren et al.   IEEE Computational Intelligence Magazine

A knowledge-based resource discovery for Internet of Things

(2016) Charith Perera et al.   KNOWLEDGE-BASED SYSTEMS

Feature selection by multi-objective optimisation: Application to network anomaly detection by hierarchical self-organising maps

(2014) Emiro de la Hoz et al.   KNOWLEDGE-BASED SYSTEMS