Intelligent intrusion detection system in smart grid using computational intelligence and machine learning

作者: Suleman Khan , Kashif Kifayat , Ali Kashif Bashir , Andrei Gurtov , Mehdi Hassan

DOI: 10.1002/ETT.4062

关键词:

摘要: … The objective of this research is to propose a machine learning model which detects network … The third is passing optimal features to machine learning selected models. In the fourth …

参考文章(47)
B.S. Mojtaba Hosseini, Behnam Amiri, Mahboubeh Mirzabagheri, Yong Shi, A New Intrusion Detection Approach Using PSO based Multiple Criteria Linear Programming Procedia Computer Science. ,vol. 55, pp. 231- 237 ,(2015) , 10.1016/J.PROCS.2015.07.040
Bing Xue, Mengjie Zhang, Will N. Browne, Particle swarm optimisation for feature selection in classification soft computing. ,vol. 18, pp. 261- 276 ,(2014) , 10.1016/J.ASOC.2013.09.018
Guisong Liu, Zhang Yi, Shangming Yang, Letters: A hierarchical intrusion detection model based on the PCA neural networks Neurocomputing. ,vol. 70, pp. 1561- 1568 ,(2007) , 10.1016/J.NEUCOM.2006.10.146
Bing Xue, Mengjie Zhang, Will N. Browne, Particle Swarm Optimization for Feature Selection in Classification: A Multi-Objective Approach IEEE Transactions on Systems, Man, and Cybernetics. ,vol. 43, pp. 1656- 1671 ,(2013) , 10.1109/TSMCB.2012.2227469
Iftikhar Ahmad, Fazal e Amin, Towards feature subset selection in intrusion detection 2014 IEEE 7th Joint International Information Technology and Artificial Intelligence Conference. pp. 68- 73 ,(2014) , 10.1109/ITAIC.2014.7065007
Qinghai Bai, Analysis of Particle Swarm Optimization Algorithm Computer and Information Science. ,vol. 3, pp. 180- 184 ,(2010) , 10.5539/CIS.V3N1P180
Mehdi Hosseinzadeh Aghdam, Nasser Ghasem-Aghaee, Mohammad Ehsan Basiri, Application of ant colony optimization for feature selection in text categorization world congress on computational intelligence. pp. 2867- 2873 ,(2008) , 10.1109/CEC.2008.4631182
Abebe Tesfahun, D. Lalitha Bhaskari, Intrusion Detection Using Random Forests Classifier with SMOTE and Feature Reduction ubiquitous computing. pp. 127- 132 ,(2013) , 10.1109/CUBE.2013.31
Jorge Cadima, J.Orestes Cerdeira, Manuel Minhoto, Computational aspects of algorithms for variable selection in the context of principal components Computational Statistics & Data Analysis. ,vol. 47, pp. 225- 236 ,(2004) , 10.1016/J.CSDA.2003.11.001
Gisung Kim, Seungmin Lee, Sehun Kim, A novel hybrid intrusion detection method integrating anomaly detection with misuse detection Expert Systems With Applications. ,vol. 41, pp. 1690- 1700 ,(2014) , 10.1016/J.ESWA.2013.08.066