Genetic convolutional neural network for intrusion detection systems

Improving the effectiveness of intrusion detection systems for hierarchical data

(2019) Ran Yahalom et al.   KNOWLEDGE-BASED SYSTEMS

Network Intrusion Detection Based on Novel Feature Selection Model and Various Recurrent Neural Networks

(2019) Thi-Thu-Huong Le et al.   Applied Sciences-Basel

Improving the Classification Effectiveness of Intrusion Detection by Using Improved Conditional Variational AutoEncoder and Deep Neural Network

(2019) Yanqing Yang et al.   SENSORS

Intelligent approach to build a Deep Neural Network based IDS for cloud environment using combination of machine learning algorithms

(2019) Zouhair Chiba et al.   COMPUTERS & SECURITY

Network anomaly detection using channel boosted and residual learning based deep convolutional neural network

(2019) Naveed Chouhan et al.   APPLIED SOFT COMPUTING

Adaptive intrusion detection via GA-GOGMM-based pattern learning with fuzzy rough set-based attribute selection

(2019) Jinping Liu et al.   EXPERT SYSTEMS WITH APPLICATIONS

A practical group blind signature scheme for privacy protection in smart grid

(2019) Wei Kong et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

A cybersecurity framework to identify malicious edge device in fog computing and cloud-of-things environments

(2018) Amandeep Singh Sohal et al.   COMPUTERS & SECURITY

Distributed attack detection scheme using deep learning approach for Internet of Things

(2018) Abebe Abeshu Diro et al.   Future Generation Computer Systems-The International Journal of eScience

A novel statistical technique for intrusion detection systems

(2018) Enamul Kabir et al.   Future Generation Computer Systems-The International Journal of eScience

An Improved Intrusion Detection Algorithm Based on GA and SVM

(2018) Peiying Tao et al.   IEEE Access

Effective Feature Extraction via Stacked Sparse Autoencoder to Improve Intrusion Detection System

(2018) Binghao Yan et al.   IEEE Access

A Novel Intrusion Detection Model for a Massive Network Using Convolutional Neural Networks

(2018) Kehe Wu et al.   IEEE Access

Deep Learning Approach Combining Sparse Autoen-coder with SVM for Network Intrusion Detection

(2018) Majjed Al-Qatf et al.   IEEE Access

Firefly algorithm based feature selection for network intrusion detection

(2018) Selvakumar B et al.   COMPUTERS & SECURITY

DNA Cryptography and Deep Learning using Genetic Algorithm with NW algorithm for Key Generation

(2017) Shruti Kalsi et al.   JOURNAL OF MEDICAL SYSTEMS

A survey of intrusion detection in Internet of Things

(2017) Bruno Bogaz Zarpelão et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

A Deep Learning Approach for Intrusion Detection Using Recurrent Neural Networks

(2017) Chuanlong Yin et al.   IEEE Access

A novel SVM-kNN-PSO ensemble method for intrusion detection system

(2016) Abdulla Amin Aburomman et al.   APPLIED SOFT COMPUTING

A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection

(2016) Anna L. Buczak et al.   IEEE Communications Surveys and Tutorials

Towards Achieving Data Security with the Cloud Computing Adoption Framework

(2016) Victor Chang et al.   IEEE Transactions on Services Computing