Machine Learning Methods for Cyber Security Intrusion Detection: Datasets and Comparative Study

A NSGA2-LR wrapper approach for feature selection in network intrusion detection

(2020) Chaouki Khammassi et al.   Computer Networks

Model-Based Risk Assessment for Cyber Physical Systems Security

(2020) A. Tantawy et al.   COMPUTERS & SECURITY

Resilient observer-based control for cyber-physical systems under denial-of-service attacks

(2020) Chun-Lei Zhang et al.   INFORMATION SCIENCES

Efficient DDoS flood attack detection using dynamic thresholding on flow-based network traffic

(2019) Jisa David et al.   COMPUTERS & SECURITY

Designing an Efficient Security Framework for Detecting Intrusions in Virtual Network of Cloud Computing

(2019) Rajendra Patil et al.   COMPUTERS & SECURITY

CorrCorr: A feature selection method for multivariate correlation network anomaly detection techniques

(2019) Florian Gottwalt et al.   COMPUTERS & SECURITY

A survey of network-based intrusion detection data sets

(2019) Markus Ring et al.   COMPUTERS & SECURITY

Model of the intrusion detection system based on the integration of spatial-temporal features

(2019) Jianwu Zhang et al.   COMPUTERS & SECURITY

A hybrid deep learning model for efficient intrusion detection in big data environment

(2019) Mohammad Mehedi Hassan et al.   INFORMATION SCIENCES

A hybrid intrusion detection system based on ABC-AFS algorithm for misuse and anomaly detection

(2018) Vajiheh Hajisalem et al.   Computer Networks

UGR‘16: A new dataset for the evaluation of cyclostationarity-based network IDSs

(2018) Gabriel Maciá-Fernández et al.   COMPUTERS & SECURITY

A Bi-objective Hyper-Heuristic Support Vector Machines for Big Data Cyber-Security

(2018) Nasser R. Sabar et al.   IEEE Access

Machine Learning and Deep Learning Methods for Cybersecurity

(2018) Yang Xin et al.   IEEE Access

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

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

Intrusion response systems: Foundations, design, and challenges

(2016) Zakira Inayat et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Detection of Denial-of-Service Attacks Based on Computer Vision Techniques

(2015) Zhiyuan Tan et al.   IEEE TRANSACTIONS ON COMPUTERS

Service vulnerability scanning based on service-oriented architecture in Web service environments

(2013) Shangguang Wang et al.   JOURNAL OF SYSTEMS ARCHITECTURE

Toward developing a systematic approach to generate benchmark datasets for intrusion detection

(2012) Ali Shiravi et al.   COMPUTERS & SECURITY

Anomaly-based network intrusion detection: Techniques, systems and challenges

(2008) P. García-Teodoro et al.   COMPUTERS & SECURITY