An Imbalanced Generative Adversarial Network-Based Approach for Network Intrusion Detection in an Imbalanced Dataset

Network Intrusion Detection Model Based on CNN and GRU

(2022) Bo Cao et al.   Applied Sciences-Basel

A Deep Learning Model for Network Intrusion Detection with Imbalanced Data

(2022) Yanfang Fu et al.   Electronics

A Residual Learning-Based Network Intrusion Detection System

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

HCRNNIDS: Hybrid Convolutional Recurrent Neural Network-Based Network Intrusion Detection System

(2021) Muhammad Ashfaq Khan   Processes

STL-HDL: A new hybrid network intrusion detection system for imbalanced dataset on big data environment

(2021) Samed Al et al.   COMPUTERS & SECURITY

FCM–SVM based intrusion detection system for cloud computing environment

(2020) Aws Naser Jaber et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

An Effective Convolutional Neural Network Based on SMOTE and Gaussian Mixture Model for Intrusion Detection in Imbalanced Dataset

(2020) Hongpo Zhang et al.   Computer Networks

Effectiveness of Focal Loss for Minority Classification in Network Intrusion Detection Systems

(2020) Mulyanto Mulyanto et al.   Symmetry-Basel

A distributed ensemble design based intrusion detection system using fog computing to protect the internet of things networks

(2020) Prabhat Kumar et al.   Journal of Ambient Intelligence and Humanized Computing

Multi-level host-based intrusion detection system for Internet of things

(2020) Robin Gassais et al.   Journal of Cloud Computing

A Lightweight Perceptron-Based Intrusion Detection System for Fog Computing

(2019) Belal Sudqi Khater et al.   Applied Sciences-Basel

Modified zone based intrusion detection system for security enhancement in mobile ad hoc networks

(2019) R. Santhana Krishnan et al.   WIRELESS NETWORKS

GAN-based imbalanced data intrusion detection system

(2019) JooHwa Lee et al.   Personal and Ubiquitous Computing

Anomaly-based intrusion detection system using multi-objective grey wolf optimisation algorithm

(2019) Taief Alaa Alamiedy et al.   Journal of Ambient Intelligence and Humanized Computing

Best features based intrusion detection system by RBM model for detecting DDoS in cloud environment

(2019) M. Mayuranathan et al.   Journal of Ambient Intelligence and Humanized Computing

LR-HIDS: logistic regression host-based intrusion detection system for cloud environments

(2018) Elham Besharati et al.   Journal of Ambient Intelligence and Humanized Computing