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

Detection Technique ◽

Continuous Data

Comparison of Anomaly Detection Accuracy of Host-based Intrusion Detection Systems based on Different Machine Learning Algorithms

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2020.0110233 ◽

2020 ◽

Vol 11 (2) ◽

Author(s):

Yukyung Shin ◽

Kangseok Kim

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Anomaly Detection ◽

Learning Algorithms ◽

Intrusion Detection Systems ◽

Detection Accuracy ◽

Detection Systems

Communication Papers of the 2019 Federated Conference on Computer Science and Information Systems ◽

A Framework for Network Intrusion Detection using Network Programmability and Data Stream Clustering Machine Learning Algorithms

10.15439/2019f87 ◽

2019 ◽

Author(s):

Admilson de Ribamar Lima Ribeiro ◽

Edward David Moreno Ordonez ◽

Anderson Clayton Alves Nascimento

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Data Stream ◽

Learning Algorithms ◽

Stream Clustering ◽

Network Intrusion ◽

Data Stream Clustering ◽

Network Programmability

Anomaly Detection in Market Data Structures Via Machine Learning Algorithms

SSRN Electronic Journal ◽

10.2139/ssrn.3516028 ◽

2020 ◽

Author(s):

Dirk Röder ◽

Henning Mueller

Keyword(s):

Machine Learning ◽

Anomaly Detection ◽

Data Structures ◽

Learning Algorithms ◽

Market Data

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 ◽

Network Intrusion Detection System

Network Intrusion ◽

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

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

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

Detecting TCP Flood DDoS Attack by Anomaly Detection based on Machine Learning Algorithms

10.1109/ubmk52708.2021.9558989 ◽

2021 ◽

Author(s):

Berkay Ozcam ◽

H. Hakan Kilinc ◽

Abdul Halim Zaim

Keyword(s):

Machine Learning ◽

Anomaly Detection ◽

Learning Algorithms ◽

Ddos Attack

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

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