Detecting Intrusions in Computer Network Traffic with Machine Learning Approaches

作者: Pascal Maniriho , , Leki Mahoro , Ephrem Niyigaba , Zephanie Bizimana

DOI: 10.22266/IJIES2020.0630.39

关键词: Computer scienceMachine learningArtificial intelligenceGeneral EngineeringGeneral Computer Science

摘要:

参考文章(27)
Ketan Sanjay Desale, Roshani Ade, Genetic algorithm based feature selection approach for effective intrusion detection system international conference on computer communication and informatics. pp. 1- 6 ,(2015) , 10.1109/ICCCI.2015.7218109
Ujwala Ravale, Nilesh Marathe, Puja Padiya, Feature Selection Based Hybrid Anomaly Intrusion Detection System Using K Means and RBF Kernel Function Procedia Computer Science. ,vol. 45, pp. 428- 435 ,(2015) , 10.1016/J.PROCS.2015.03.174
Nour Moustafa, Jill Slay, UNSW-NB15: a comprehensive data set for network intrusion detection systems (UNSW-NB15 network data set) military communications and information systems conference. pp. 1- 6 ,(2015) , 10.1109/MILCIS.2015.7348942
Ikram Sumaiya Thaseen, Cherukuri Aswani Kumar, Intrusion detection model using fusion of chi-square feature selection and multi class SVM Journal of King Saud University - Computer and Information Sciences. ,vol. 29, pp. 462- 472 ,(2017) , 10.1016/J.JKSUCI.2015.12.004
Nour Moustafa, Jill Slay, The Significant Features of the UNSW-NB15 and the KDD99 Data Sets for Network Intrusion Detection Systems 2015 4th International Workshop on Building Analysis Datasets and Gathering Experience Returns for Security (BADGERS). pp. 25- 31 ,(2015) , 10.1109/BADGERS.2015.014
Hossein Gharaee, Hamid Hosseinvand, A new feature selection IDS based on genetic algorithm and SVM international symposium on telecommunications. pp. 139- 144 ,(2016) , 10.1109/ISTEL.2016.7881798
Indera Zainul Muttaqien, Tohari Ahmad, Increasing performance of IDS by selecting and transforming features 2016 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT). pp. 85- 90 ,(2016) , 10.1109/COMNETSAT.2016.7907422
Ben Charhi Youssef, Mannane Nada, Bendriss Elmehdi, Regragui Boubker, Intrusion detection in cloud computing based attack patterns and risk assessment Advances in Science, Technology and Engineering Systems Journal. ,vol. 2, pp. 479- 484 ,(2017) , 10.25046/AJ020361
Muhammad Asif Manzoor, Yasser Morgan, Network Intrusion Detection System using Apache Storm Advances in Science, Technology and Engineering Systems Journal. ,vol. 2, pp. 812- 818 ,(2017) , 10.25046/AJ0203102
Tharmini Janarthanan, Shahrzad Zargari, Feature selection in UNSW-NB15 and KDDCUP'99 datasets 2017 IEEE 26th International Symposium on Industrial Electronics (ISIE). pp. 1881- 1886 ,(2017) , 10.1109/ISIE.2017.8001537