An efficient feature reduction method for the detection of DoS attack
Tài liệu tham khảo
Ambusaidi, 2016, Building an intrusion detection system using a filter-based feature selection algorithm, IEEE Trans Comput, 65, 2986, 10.1109/TC.2016.2519914
Jyothsna, 2016, FCAAIS: Anomaly based network intrusion detection through feature correlation analysis and association impact scale, ICT Express, 2, 103, 10.1016/j.icte.2016.08.003
Khammassi, 2017, A GA-lr wrapper approach for feature selection in network intrusion detection, Comput. Secur., 70, 255, 10.1016/j.cose.2017.06.005
Manzoor, 2017, A feature reduced intrusion detection system using ANN classifier, Expert Syst. Appl., 88, 249, 10.1016/j.eswa.2017.07.005
Divyasree, 2018, A network intrusion detection system based on ensemble CVM using efficient feature selection approach, Procedia Comput. Sci., 143, 442, 10.1016/j.procs.2018.10.416
Selvakumar, 2019, Intelligent temporal classification and fuzzy rough set-based feature selection algorithm for intrusion detection system in WSNs, Inform. Sci., 497, 77, 10.1016/j.ins.2019.05.040
Selvakumar, 2019, Wise intrusion detection system using fuzzy rough set-based feature extraction and classification algorithms, Int. J. Oper. Res., 35, 87, 10.1504/IJOR.2019.099545
Yulianto, 2019, Improving adaboost-based intrusion detection system (IDS) performance on CIC ids 2017 dataset, J. Phys. Conf. Ser., 1192
Mahendra, 2020, An efficient feature selectionbased Bayesian and rough set approach for intrusion detection, Appl. Soft Comput., 87
Hosseini, 2019, Anomaly process detection using negative selection algorithm and classification techniques, Evol. Syst., 1
Alabdulwahab, 2020, Feature selection methods simultaneously improve the detection accuracy and model building time of machine learning classifiers, Symmetry, 12, 1424, 10.3390/sym12091424
Sharafaldin, 2018, Toward generating a new intrusion detection dataset and intrusion traffic characterization
Kshirsagar, 2020, Identifying reduced features based on IG-threshold for dos attack detection using PART
Sánchez-Maroño, 2007, Filter methods for feature selection–a comparative study
Al Tobi, 2019, Improving intrusion detection model prediction by threshold adaptation, Information, 10, 159, 10.3390/info10050159