A Deep Reinforcement Learning Approach for Anomaly Network Intrusion Detection System

2020 IEEE 9th International Conference on Cloud Networking (CloudNet) ◽

10.1109/cloudnet51028.2020.9335796 ◽

2020 ◽

Author(s):

Ying-Feng Hsu ◽

Morito Matsuoka

Keyword(s):

Reinforcement Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Learning Approach ◽

Network Intrusion ◽

Network Intrusion Detection System

Download Full-text

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

Download Full-text

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 ◽

Network Intrusion ◽

Network Intrusion Detection System ◽

Machine Learning Approach

Download Full-text

A Deep Learning Approach for Network Intrusion Detection System

Proceedings of the 9th EAI International Conference on Bio-inspired Information and Communications Technologies (formerly BIONETICS) ◽

10.4108/eai.3-12-2015.2262516 ◽

2016 ◽

Author(s):

Ahmad Javaid ◽

Quamar Niyaz ◽

Weiqing Sun ◽

Mansoor Alam

Keyword(s):

Deep Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Learning Approach ◽

Network Intrusion ◽

Network Intrusion Detection System

Download Full-text

Network Intrusion Detection System using Threat Intelligence and Deep Learning Approach

International Journal of Computer Sciences and Engineering ◽

10.26438/ijcse/v7i4.526531 ◽

2019 ◽

Vol 7 (4) ◽

pp. 526-531

Author(s):

Kushal Jani ◽

Punit Lalwani ◽

Deepak Upadhyay ◽

M. B. Potdar

Keyword(s):

Deep Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Learning Approach ◽

Network Intrusion ◽

Network Intrusion Detection System ◽

Threat Intelligence

Download Full-text

Unsupervised learning approach for network intrusion detection system using autoencoders

The Journal of Supercomputing ◽

10.1007/s11227-019-02805-w ◽

2019 ◽

Vol 75 (9) ◽

pp. 5597-5621 ◽

Author(s):

Hyunseung Choi ◽

Mintae Kim ◽

Gyubok Lee ◽

Wooju Kim

Keyword(s):

Intrusion Detection ◽

Unsupervised Learning ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Learning Approach ◽

Network Intrusion ◽

Network Intrusion Detection System

Download Full-text

Deep Learning Approach-Based Network Intrusion Detection System for Fog-Assisted IoT

Proceedings of International Conference on Big Data, Machine Learning and their Applications - Lecture Notes in Networks and Systems ◽

10.1007/978-981-15-8377-3_4 ◽

2020 ◽

pp. 39-50

Author(s):

Nausheen Sahar ◽

Ratnesh Mishra ◽

Sidra Kalam

Keyword(s):

Deep Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Learning Approach ◽

Network Intrusion ◽

Network Intrusion Detection System

Download Full-text

A Powerful Ensemble Learning Approach for Improving Network Intrusion Detection System (NIDS)

10.1109/icds53782.2021.9626727 ◽

2021 ◽

Author(s):

Sabrine Ennaji ◽

Nabil El Akkad ◽

Khalid Haddouch

Keyword(s):

Intrusion Detection ◽

Ensemble Learning ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Learning Approach ◽

Network Intrusion ◽

Network Intrusion Detection System

Download Full-text

Deep Learning Approach on Network Intrusion Detection System using NSL-KDD Dataset

International Journal of Computer Network and Information Security ◽

10.5815/ijcnis.2019.03.02 ◽

2019 ◽

Vol 11 (3) ◽

pp. 8-14 ◽

Author(s):

Sandeep Gurung ◽

◽

Mirnal Kanti Ghose ◽

Aroj Subedi

Keyword(s):

Deep Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Learning Approach ◽

Network Intrusion ◽

Network Intrusion Detection System

Download Full-text

Network intrusion detection system: A machine learning approach

Intelligent Decision Technologies ◽

10.3233/idt-2011-0117 ◽

2011 ◽

Vol 5 (4) ◽

pp. 347-356 ◽

Author(s):

Mrutyunjaya Panda ◽

Ajith Abraham ◽

Swagatam Das ◽

Manas Ranjan Patra

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Learning Approach ◽

System A ◽

Network Intrusion ◽

Network Intrusion Detection System ◽

Machine Learning Approach

Download Full-text

Proposal to WNIDS Wireless Network Intrusion Detection System

International Journal of Scientific Research ◽

10.15373/22778179/oct2013/29 ◽

2012 ◽

Vol 2 (10) ◽

pp. 4-8

Author(s):

Dr. Saad K Majeed ◽

◽

Dr. Soukaena H Hashem ◽

Ikhlas K Gbashi

Keyword(s):

Intrusion Detection ◽

Wireless Network ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Network Intrusion Detection System

Download Full-text