Performance Evaluation of Some Machine Learning Algorithms for Security Intrusion Detection

Machine Learning for Networking - Lecture Notes in Computer Science ◽

10.1007/978-3-030-70866-5_10 ◽

2021 ◽

pp. 154-166

Author(s):

Ouafae Elaeraj ◽

Cherkaoui Leghris ◽

Éric Renault

Keyword(s):

Machine Learning ◽

Performance Evaluation ◽

Intrusion Detection ◽

Learning Algorithms ◽

Machine Learning Algorithms

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Performance Evaluation of Supervised Machine Learning Algorithms for Intrusion Detection

Procedia Computer Science ◽

10.1016/j.procs.2016.06.016 ◽

2016 ◽

Vol 89 ◽

pp. 117-123 ◽

Cited By ~ 49

Author(s):

Manjula C. Belavagi ◽

Balachandra Muniyal

Keyword(s):

Machine Learning ◽

Performance Evaluation ◽

Intrusion Detection ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Supervised Machine Learning

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Performance Evaluation of Advanced Machine Learning Algorithms for Network Intrusion Detection System

Proceedings of International Conference on IoT Inclusive Life (ICIIL 2019), NITTTR Chandigarh, India - Lecture Notes in Networks and Systems ◽

10.1007/978-981-15-3020-3_6 ◽

2020 ◽

pp. 51-59

Author(s):

Sharfuddin Khan ◽

E. Sivaraman ◽

Prasad B. Honnavalli

Keyword(s):

Machine Learning ◽

Performance Evaluation ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Network Intrusion Detection System

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Performance Evaluation of Container-Level Anomaly-Based Intrusion Detection Systems for Multi-Tenant Applications Using Machine Learning Algorithms

The 16th International Conference on Availability, Reliability and Security ◽

10.1145/3465481.3470066 ◽

2021 ◽

Author(s):

Marcos Cavalcanti ◽

Pedro Inacio ◽

Mario Freire

Keyword(s):

Machine Learning ◽

Performance Evaluation ◽

Intrusion Detection ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Intrusion Detection Systems ◽

Detection Systems

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Performance Evaluation of Machine Learning Algorithms in Apache Spark for Intrusion Detection

2018 28th International Telecommunication Networks and Applications Conference (ITNAC) ◽

10.1109/atnac.2018.8615314 ◽

2018 ◽

Cited By ~ 2

Author(s):

Anthony Dobson ◽

Kaushik Roy ◽

Xiaohong Yuan ◽

Jinsheng Xu

Keyword(s):

Machine Learning ◽

Performance Evaluation ◽

Intrusion Detection ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Apache Spark

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Performance Evaluation of Machine Learning Algorithms for Hypertext Transfer Protocol Distributed Denial of Service Intrusion Detection

2019 15th International Conference on Electronics, Computer and Computation (ICECCO) ◽

10.1109/icecco48375.2019.9043262 ◽

2019 ◽

Author(s):

Rukayya Umar ◽

Morufu Olalere ◽

Ismaila Idris ◽

Raji Abdullahi Egigogo ◽

G Bolarin

Keyword(s):

Machine Learning ◽

Performance Evaluation ◽

Intrusion Detection ◽

Denial Of Service ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Distributed Denial Of Service ◽

Hypertext Transfer Protocol ◽

Transfer Protocol

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Comparison of Machine Learning Algorithms to Build Optimized Network Intrusion Detection System

Journal of Computational and Theoretical Nanoscience ◽

10.1166/jctn.2019.7929 ◽

2019 ◽

Vol 16 (5) ◽

pp. 2541-2549 ◽

Cited By ~ 2

Author(s):

H Parveen Sultana ◽

Nirvishi Shrivastava ◽

Dhanapal Durai Dominic ◽

N Nalini ◽

J. M Balajee

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Network Intrusion Detection System

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Anomaly Detection Technique for Intrusion Detection in SDN Environment using Continuous Data Stream Machine Learning Algorithms

2021 IEEE International Systems Conference (SysCon) ◽

10.1109/syscon48628.2021.9447092 ◽

2021 ◽

Author(s):

Admilson de Ribamar Lima Ribeiro ◽

Reneilson Yves Carvalho Santos ◽

Anderson Clayton Alves Nascimento

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Anomaly Detection ◽

Data Stream ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Detection Technique ◽

Continuous Data

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Research on the Performance of Machine Learning Algorithms for Intrusion Detection System

Journal of Physics Conference Series ◽

10.1088/1742-6596/1693/1/012109 ◽

2020 ◽

Vol 1693 ◽

pp. 012109

Author(s):

Yue Li ◽

Wusheng Xu ◽

Qing Ruan

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Learning Algorithms ◽

Machine Learning Algorithms

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Performance evaluation of machine learning algorithms using optical and microwave data for LULC classification

Remote Sensing Applications Society and Environment ◽

10.1016/j.rsase.2021.100599 ◽

2021 ◽

pp. 100599

Author(s):

Prachi Chachondhia ◽

Achala Shakya ◽

Gaurav Kumar

Keyword(s):

Machine Learning ◽

Performance Evaluation ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Microwave Data

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Performance Comparison of Intrusion Detection System Using Three Different Machine Learning Algorithms

2021 6th International Conference on Inventive Computation Technologies (ICICT) ◽

10.1109/icict50816.2021.9358775 ◽

2021 ◽

Author(s):

Zena Khalid Ibrahim ◽

Mohammed Younis Thanon

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Learning Algorithms ◽

Performance Comparison ◽

Machine Learning Algorithms

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