Machine Learning Classifiers for Network Intrusion Detection System: Comparative Study

Detection System ◽

Machine Learning Classifiers ◽

Network Intrusion ◽

Learning Classifiers

CALIBRATION OF VARIOUS OPTIMIZED MACHINE LEARNING CLASSIFIERS IN NETWORK INTRUSION DETECTION SYSTEM ON THE REALISTIC CYBER DATASET CSE-CIC-IDS2018 USING CLOUD COMPUTING

International Journal of Engineering Applied Sciences and Technology ◽

10.33564/ijeast.2019.v04i06.036 ◽

2019 ◽

Vol 04 (06) ◽

pp. 209-213

Author(s):

V Kanimozhi ◽

Dr. T. Prem Jacob

Keyword(s):

Machine Learning ◽

Cloud Computing ◽

Intrusion Detection ◽

Detection System ◽

Machine Learning Classifiers ◽

Network Intrusion ◽

Learning Classifiers

Artificial Intelligence outflanks all other machine learning classifiers in Network Intrusion Detection System on the realistic cyber dataset CSE-CIC-IDS2018 using cloud computing

ICT Express ◽

10.1016/j.icte.2020.12.004 ◽

2020 ◽

Author(s):

V. Kanimozhi ◽

T. Prem Jacob

Keyword(s):

Artificial Intelligence ◽

Machine Learning ◽

Cloud Computing ◽

Intrusion Detection ◽

Detection System ◽

Machine Learning Classifiers ◽

Network Intrusion ◽

A Comparative study of machine learning models for Network Intrusion Detection System using UNSW-NB 15 dataset

10.1109/icecit54077.2021.9641471 ◽

2021 ◽

Author(s):

Raisa Abedin Disha ◽

Sajjad Waheed

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Comparative Study ◽

Detection System ◽

Learning Models ◽

Network Intrusion ◽

Machine Learning Models

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 ◽

Machine Learning Algorithms ◽

Network Intrusion ◽

A novel Machine Learning-based Network Intrusion Detection System for Software-Defined Network

2020 7th NAFOSTED Conference on Information and Computer Science (NICS) ◽

10.1109/nics51282.2020.9335863 ◽

2020 ◽

Author(s):

Duc-Huy Le ◽

Hai-Anh Tran

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Detection System ◽

Software Defined Network ◽

Network Intrusion ◽

A Sensitivity Analysis of Poisoning and Evasion Attacks in Network Intrusion Detection System Machine Learning Models

10.1109/milcom52596.2021.9652959 ◽

2021 ◽

Author(s):

Kevin Talty ◽

John Stockdale ◽

Nathaniel D. Bastian

Keyword(s):

Machine Learning ◽

Sensitivity Analysis ◽

Intrusion Detection ◽

Detection System ◽

Learning Models ◽

Network Intrusion ◽

Machine Learning Models

Algorithms for Intelligent Systems - Advanced Computing Technologies and Applications ◽

Network Intrusion Detection System Using Machine Learning Approach

10.1007/978-981-15-3242-9_25 ◽

2020 ◽

pp. 255-268

Author(s):

Mrunal Teli ◽

Riya Singh ◽

Minal Kyada ◽

Ramchandra Mangrulkar

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Detection System ◽

Learning Approach ◽

Network Intrusion ◽

Machine Learning Approach

2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT) ◽

Supervised Machine Learning Based Network Intrusion Detection System for Internet of Things

10.1109/icccnt49239.2020.9225340 ◽

2020 ◽

Author(s):

Deepa Rani ◽

Narottam Chand Kaushal

Keyword(s):

Machine Learning ◽

Internet Of Things ◽

Intrusion Detection ◽

Detection System ◽

Supervised Machine Learning ◽

Network Intrusion ◽

Network Intrusion Detection System Using Machine Learning

Indian Journal of Science and Technology ◽

10.17485/ijst/2018/v11i48/139802 ◽

2018 ◽

Vol 11 (48) ◽

pp. 1-6 ◽

Cited By ~ 1

Author(s):

Riyazahmed A. Jamadar ◽

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Detection System ◽

Network Intrusion ◽

Research of Network Intrusion Detection System based on Machine Learning and Rough Set Theory

10.14257/astl.2016.134.21 ◽

2016 ◽

Author(s):

Hui-jun Yang

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Set Theory ◽

Rough Set ◽

Rough Set Theory ◽

Detection System ◽

Network Intrusion ◽