Multi Class Machine Learning Algorithms for Intrusion Detection - A Performance Study

Performance Study ◽

A Performance

A COMPARATIVE PERFORMANCE STUDY OF MACHINE LEARNING ALGORITHMS, FOR EFFICIENT DATA MINING MANAGEMENT OF INTRUSION DETECTION SYSTEMS

International Journal of Engineering Applied Sciences and Technology ◽

10.33564/ijeast.2020.v05i06.014 ◽

2020 ◽

Vol 5 (6) ◽

pp. 85-110

Author(s):

Salihu Alhasan ◽

Ajayi Ebenezer Akinyemi ◽

Daniel Dauda Wisdom

Keyword(s):

Machine Learning ◽

Data Mining ◽

Intrusion Detection ◽

Learning Algorithms ◽

Intrusion Detection Systems ◽

Performance Study ◽

Comparative Performance ◽

Detection Systems ◽

Efficient Data

An Approach to Develop Expert Systems in Medical Diagnosis Using Machine Learning Algorithms (Asthma) and A Performance Study

International Journal on Soft Computing ◽

10.5121/ijsc.2011.2103 ◽

2011 ◽

Vol 2 (1) ◽

pp. 26-33 ◽

Cited By ~ 14

Author(s):

BDCN Prasadl ◽

P. E. S. N Krishna Prasad ◽

y Sagar

Keyword(s):

Machine Learning ◽

Expert Systems ◽

Medical Diagnosis ◽

Learning Algorithms ◽

Performance Study ◽

A Performance

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 ◽

Detection System ◽

Learning Algorithms ◽

Network Intrusion Detection System

Network Intrusion Detection ◽

Network Intrusion ◽

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 ◽

Detection Technique ◽

Continuous Data

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 ◽

Detection System ◽

Learning Algorithms ◽

Machine Learning Algorithms

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 ◽

Detection System ◽

Learning Algorithms ◽

Performance Comparison ◽

Machine Learning Algorithms

2021 IEEE International Conference on Automatic Control & Intelligent Systems (I2CACIS) ◽

Intrusion Detection Systems Based on Machine Learning Algorithms

10.1109/i2cacis52118.2021.9495897 ◽

2021 ◽

Author(s):

Sandy Victor Amanoul ◽

Adnan Mohsin Abdulazeez ◽

Diyar Qader Zeebare ◽

Falah Y. H. Ahmed

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Learning Algorithms ◽

Intrusion Detection Systems ◽

Detection Systems

Comparative Evaluation of Machine Learning Algorithms for Network Intrusion Detection Using Weka

Towards Extensible and Adaptable Methods in Computing ◽

10.1007/978-981-13-2348-5_15 ◽

2018 ◽

pp. 195-208 ◽

Cited By ~ 1

Author(s):

Nureni Ayofe Azeez ◽

Obinna Justin Asuzu ◽

Sanjay Misra ◽

Adewole Adewumi ◽

Ravin Ahuja ◽

...

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Comparative Evaluation ◽

Learning Algorithms ◽

Network Intrusion Detection ◽

Network Intrusion

A Comprehensive Analysis of Accuracies of Machine Learning Algorithms for Network Intrusion Detection

Machine Learning for Networking - Lecture Notes in Computer Science ◽

10.1007/978-3-030-45778-5_4 ◽

2020 ◽

pp. 40-57

Author(s):

Anurag Das ◽

Samuel A. Ajila ◽

Chung-Horng Lung

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Learning Algorithms ◽

Comprehensive Analysis ◽

Network Intrusion Detection ◽

Network Intrusion

Innovative Data Communication Technologies and Application - Lecture Notes on Data Engineering and Communications Technologies ◽

A Survey on Intrusion Detection System Using Machine Learning Algorithms

10.1007/978-3-030-38040-3_76 ◽

2020 ◽

pp. 670-675

Author(s):

Shital Gulghane ◽

Vishal Shingate ◽

Shivani Bondgulwar ◽

Gaurav Awari ◽

Parth Sagar

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Detection System ◽

Learning Algorithms ◽

Machine Learning Algorithms