A Machine Learning Approach to Intrusion Detection System Using UNSW-NB-15 and CICDDoS2019 Datasets

Smart Computing Techniques and Applications - Smart Innovation, Systems and Technologies ◽

10.1007/978-981-16-0878-0_20 ◽

2021 ◽

pp. 195-205

Author(s):

Akoijam Priya Devi ◽

Khundrakpam Johnson Singh

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Learning Approach ◽

Machine Learning Approach

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A Review of Intrusion Detection System in IoT with Machine Learning Approach: Current and Future Research

2020 6th International Conference on Science in Information Technology (ICSITech) ◽

10.1109/icsitech49800.2020.9392075 ◽

2020 ◽

Author(s):

Eddy Prasetyo Nugroho ◽

Taufik Djatna ◽

Imas Sukaesih Sitanggang ◽

Agus Buono ◽

Irman Hermadi

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Future Research ◽

Learning Approach ◽

Machine Learning Approach

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Network Intrusion Detection System Using Machine Learning Approach

Algorithms for Intelligent Systems - Advanced Computing Technologies and Applications ◽

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 ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Learning Approach ◽

Network Intrusion ◽

Network Intrusion Detection System ◽

Machine Learning Approach

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A MACHINE LEARNING APPROACH WITH VERIFICATION OF PREDICTIONS AND ASSISTED SUPERVISION FOR A RULE-BASED NETWORK INTRUSION DETECTION SYSTEM

Proceedings of the Fourth International Conference on Web Information Systems and Technologies ◽

10.5220/0001524801430148 ◽

2008 ◽

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Learning Approach ◽

Rule Based ◽

Network Intrusion ◽

Network Intrusion Detection System ◽

Machine Learning Approach

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Intrusion Detection System for Internet of Things based on a Machine Learning approach

2019 International Conference on Vision Towards Emerging Trends in Communication and Networking (ViTECoN) ◽

10.1109/vitecon.2019.8899448 ◽

2019 ◽

Cited By ~ 1

Author(s):

Chao Liang ◽

Bharanidharan Shanmugam ◽

Sami Azam ◽

Mirjam Jonkman ◽

Friso De Boer ◽

...

Keyword(s):

Machine Learning ◽

Internet Of Things ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Learning Approach ◽

Machine Learning Approach

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A two-tier network based intrusion detection system architecture using machine learning approach

2016 International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT) ◽

10.1109/iceeot.2016.7755404 ◽

2016 ◽

Cited By ~ 3

Author(s):

Divyatmika ◽

Manasa Sreekesh

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

System Architecture ◽

Intrusion Detection System ◽

Detection System ◽

Learning Approach ◽

Machine Learning Approach

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A Hybrid Intrusion Detection System for SDWSN using Random Forest (RF) Machine Learning Approach

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2020.0110236 ◽

2020 ◽

Vol 11 (2) ◽

Author(s):

Indira K ◽

Sakthi U

Keyword(s):

Machine Learning ◽

Random Forest ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Learning Approach ◽

Machine Learning Approach

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Intelligent Machine Learning Approach for CIDS—Cloud Intrusion Detection System

Computer Networks, Big Data and IoT - Lecture Notes on Data Engineering and Communications Technologies ◽

10.1007/978-981-16-0965-7_67 ◽

2021 ◽

pp. 873-885

Author(s):

T. Sowmya ◽

G. Muneeswari

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Learning Approach ◽

Intelligent Machine ◽

Machine Learning Approach

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Intrusion Detection System Using Machine Learning Approach

International Journal Of Engineering And Computer Science ◽

10.18535/ijecs/v5i10.05 ◽

2016 ◽

Cited By ~ 1

Author(s):

P. Akshaya ◽

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Learning Approach ◽

Machine Learning Approach

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A Machine Learning Approach for Intrusion Detection System on NSL-KDD Dataset

2020 International Conference on Smart Electronics and Communication (ICOSEC) ◽

10.1109/icosec49089.2020.9215232 ◽

2020 ◽

Cited By ~ 1

Author(s):

Iram Abrar ◽

Zahrah Ayub ◽

Faheem Masoodi ◽

Alwi M Bamhdi

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Learning Approach ◽

Machine Learning Approach

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Intrusion detection system in Software defined Network using machine learning approach - Survey

2021 6th International Conference on Communication and Electronics Systems (ICCES) ◽

10.1109/icces51350.2021.9489141 ◽

2021 ◽

Author(s):

Prakriti Vaid ◽

Sudesh Kumar Bhadu ◽

Raj M Vaid

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Learning Approach ◽

Software Defined Network ◽

Machine Learning Approach

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