Comparison of Advanced Classification Algorithms Based Intrusion Detection from Real-Time Dataset

[1] Liao H.-J.(2013)Lin, Yi.-Ch., and Tung, K.-Y/u., Intrusion detection system: A comprehensive review J. Network Comput. Appl. 36 16-24

[2] Lin Ch.-H.R.(2017)Internet attacks and intrusion detection system: A review of the literature Online Inf. Rev. 41 171-184

[3] Singh R.(2020)Performance analysis of machine learning algorithms in intrusion detection system: A review Procedia Comput. Sci. 171 1251-1260

[4] Kumar H.(2020)Web intrusion detection system combined with feature analysis and SVM optimization EURASIP J. Wireless Commun. Networking 2020 33-645

[5] Singla R.K.(2019)Machine learning and deep learning methods for intrusion detection systems: A survey Appl. Sci. 9 4396-10431

[6] Ketti R.R.(2021)Ch., Abdullah, J., and Ahmad, F., Network intrusion detection system: A systematic study of machine learning and deep learning approaches Trans. Emerging Telecommun. Technol. 32 e4150-18714

[7] Saranya T.(2019)Features dimensionality reduction approaches for machine learning-based network intrusion detection Electronics 8 322-423

[8] Sridevi S.(2020)A review of the advancement in intrusion detection datasets Procedia Comput. Sci. 167 636-1418

[9] Deisy C.(2018)A bi-objective hyper-heuristic support vector machine for big data cyber-security IEEE Access 6 10421-70261

[10] Chung T.D.(2019)Efficient distributed denial-of-service attack defence in SDN-based cloud IEEE Access 7 18701-7637

[1] Liao H.-J.(2013)Lin, Yi.-Ch., and Tung, K.-Y/u., Intrusion detection system: A comprehensive review J. Network Comput. Appl. 36 16-24

[2] Lin Ch.-H.R.(2017)Internet attacks and intrusion detection system: A review of the literature Online Inf. Rev. 41 171-184

[3] Singh R.(2020)Performance analysis of machine learning algorithms in intrusion detection system: A review Procedia Comput. Sci. 171 1251-1260

[4] Kumar H.(2020)Web intrusion detection system combined with feature analysis and SVM optimization EURASIP J. Wireless Commun. Networking 2020 33-645

[5] Singla R.K.(2019)Machine learning and deep learning methods for intrusion detection systems: A survey Appl. Sci. 9 4396-10431

[6] Ketti R.R.(2021)Ch., Abdullah, J., and Ahmad, F., Network intrusion detection system: A systematic study of machine learning and deep learning approaches Trans. Emerging Telecommun. Technol. 32 e4150-18714

[7] Saranya T.(2019)Features dimensionality reduction approaches for machine learning-based network intrusion detection Electronics 8 322-423

[8] Sridevi S.(2020)A review of the advancement in intrusion detection datasets Procedia Comput. Sci. 167 636-1418

[9] Deisy C.(2018)A bi-objective hyper-heuristic support vector machine for big data cyber-security IEEE Access 6 10421-70261

[10] Chung T.D.(2019)Efficient distributed denial-of-service attack defence in SDN-based cloud IEEE Access 7 18701-7637