Using convolutional neural networks to network intrusion detection for cyber threats

Cyber Threats ◽

Enhanced Network Intrusion Detection using Deep Convolutional Neural Networks

KSII Transactions on Internet and Information Systems ◽

10.3837/tiis.2018.10.028 ◽

2018 ◽

Vol 12 (10) ◽

Cited By ~ 1

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Convolutional Neural Networks ◽

Deep Convolutional Neural Networks ◽

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Wireless Internet ◽

Using Long-Short-Term Memory Based Convolutional Neural Networks for Network Intrusion Detection

10.1007/978-3-030-06158-6_9 ◽

2019 ◽

pp. 86-94 ◽

Cited By ~ 1

Author(s):

Chia-Ming Hsu ◽

He-Yen Hsieh ◽

Setya Widyawan Prakosa ◽

Muhammad Zulfan Azhari ◽

Jenq-Shiou Leu

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Convolutional Neural Networks ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Network Intrusion ◽

Long Short Term Memory

Computational Intelligence for Privacy and Security - Studies in Computational Intelligence ◽

An Introduction to the Use of Neural Networks for Network Intrusion Detection

10.1007/978-3-642-25237-2_2 ◽

2012 ◽

pp. 5-24 ◽

Cited By ~ 3

Author(s):

Christian Bitter ◽

John North ◽

David A. Elizondo ◽

Tim Watson

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

2018 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT) ◽

Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security

10.1109/icccnt.2018.8494096 ◽

2018 ◽

Cited By ~ 9

Author(s):

Rahul K. Vigneswaran ◽

R. Vinayakumar ◽

K.P. Soman ◽

Prabaharan Poornachandran

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Cyber Security ◽

Deep Neural Networks ◽

Intrusion Detection Systems ◽

Network Intrusion Detection Systems

Detection Systems ◽

Network Intrusion ◽

2007 International Conference on Signal Processing, Communications and Networking ◽

Network Intrusion Detection using Hybrid Neural Networks

10.1109/icscn.2007.350665 ◽

2007 ◽

Cited By ~ 4

Author(s):

P. Ganesh Kumar ◽

D. Devaraj

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Network Intrusion ◽

Hybrid Neural Networks

Data preprocessing for non-image data: using convolution neural networks for network intrusion detection systems

10.36334/modsim.2021.m3.glukhov ◽

2021 ◽

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Image Data ◽

Data Preprocessing ◽

Intrusion Detection Systems ◽

Network Intrusion Detection Systems

Convolution Neural Networks ◽

Detection Systems ◽

Network Intrusion ◽

Advanced Computing, Networking and Informatics- Volume 2 - Smart Innovation, Systems and Technologies ◽

Amalgamation of K-means Clustering Algorithm with Standard MLP and SVM Based Neural Networks to Implement Network Intrusion Detection System

10.1007/978-3-319-07350-7_31 ◽

2014 ◽

pp. 273-283 ◽

Cited By ~ 3

Author(s):

A. M. Chandrashekhar ◽

K. Raghuveer

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Clustering Algorithm ◽

Detection System ◽

Network Intrusion Detection System

Network Intrusion ◽

Network Intrusion Detection based on Deep Neural Networks for the SCADA system

Journal of Physics Conference Series ◽

10.1088/1742-6596/1585/1/012038 ◽

2020 ◽

Vol 1585 ◽

pp. 012038

Author(s):

Mustafa Altaha ◽

Jae-Myeong Lee ◽

Muhammad Aslam ◽

Sugwon Hong

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Deep Neural Networks ◽

Scada System ◽

Improved Seagull Optimization Algorithm to Optimize Neural Networks with Gated Recurrent Units for Network Intrusion Detection

10.1109/idaacs53288.2021.9660898 ◽

2021 ◽

Author(s):

Sen Ma ◽

Chunzhi Wang ◽

Aijun Liu ◽

Yucheng Zhang ◽

Junfang Wang ◽

...

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Optimization Algorithm ◽

Network Intrusion ◽

Gated Recurrent Units

Proceedings of the 3rd international conference on Information security - InfoSecu '04 ◽

A network intrusion detection system based on the artificial neural networks

10.1145/1046290.1046324 ◽

2004 ◽

Cited By ~ 7

Author(s):

Wang Jing-xin ◽

Wang Zhi-ying ◽

Dai Kui

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion ◽

Network Intrusion Detection System ◽

Artificial Neural