Role of Machine Learning and Deep Learning Approaches in Designing Network Intrusion Detection System

Detection System ◽

Learning Approaches ◽

Network Intrusion ◽

Network intrusion detection system: A systematic study of machine learning and deep learning approaches

Transactions on Emerging Telecommunications Technologies ◽

10.1002/ett.4150 ◽

2020 ◽

Author(s):

Zeeshan Ahmad ◽

Adnan Shahid Khan ◽

Cheah Wai Shiang ◽

Johari Abdullah ◽

Farhan Ahmad

Keyword(s):

Machine Learning ◽

Deep Learning ◽

Intrusion Detection ◽

Systematic Study ◽

Detection System ◽

Learning Approaches ◽

System A ◽

Network Intrusion

Survey on SDN based network intrusion detection system using machine learning approaches

Peer-to-Peer Networking and Applications ◽

10.1007/s12083-017-0630-0 ◽

2018 ◽

Vol 12 (2) ◽

pp. 493-501 ◽

Cited By ~ 69

Author(s):

Nasrin Sultana ◽

Naveen Chilamkurti ◽

Wei Peng ◽

Rabei Alhadad

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Detection System ◽

Learning Approaches ◽

Network Intrusion ◽

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 ◽

An Optimized Deep Learning Framework for Network Intrusion Detection System (NIDS)

2020 International Conference Engineering and Telecommunication (En&T) ◽

10.1109/ent50437.2020.9431266 ◽

2020 ◽

Author(s):

Ayonya Prabhakaran ◽

Vijay Kumar Chaurasiya ◽

Sunakshi Singh ◽

Suneel Yadav

Keyword(s):

Deep Learning ◽

Intrusion Detection ◽

Detection System ◽

Learning Framework ◽

Network Intrusion ◽

Network Intrusion Detection System using Deep Learning

Procedia Computer Science ◽

10.1016/j.procs.2021.05.025 ◽

2021 ◽

Vol 185 ◽

pp. 239-247

Author(s):

Lirim Ashiku ◽

Cihan Dagli

Keyword(s):

Deep Learning ◽

Intrusion Detection ◽

Detection System ◽

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 ◽

Network Intrusion Detection System ◽

Machine Learning Models

Machine Learning Classifiers for Network Intrusion Detection System: Comparative Study

2021 International Conference on Information Technology (ICIT) ◽

10.1109/icit52682.2021.9491770 ◽

2021 ◽

Author(s):

Omar Almomani ◽

Mohammed Amin Almaiah ◽

Adeeb Alsaaidah ◽

Sami Smadi ◽

Adel Hamdan Mohammad ◽

...

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Comparative Study ◽

Detection System ◽

Machine Learning Classifiers ◽

Network Intrusion ◽

Network Intrusion Detection System ◽

Learning Classifiers

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 ◽

Network Intrusion Detection System ◽

Machine Learning Approach

2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS) ◽

Real-Time Network Intrusion Detection System Based on Deep Learning

10.1109/icsess47205.2019.9040718 ◽

2019 ◽

Cited By ~ 1

Author(s):

Yuansheng Dong ◽

Rong Wang ◽

Juan He

Keyword(s):

Deep Learning ◽

Intrusion Detection ◽

Real Time ◽

Detection System ◽

Network Intrusion ◽