Intrusion detection by machine learning: A review

CF Tsai, YF Hsu, CY Lin, WY Lin - expert systems with applications, 2009 - Elsevier
… current studies of intrusion detection by machine learning techniques. … machine learning
techniques used in the intrusion detectionintrusion detection systems using machine learning

A detailed investigation and analysis of using machine learning techniques for intrusion detection

P Mishra, V Varadharajan… - … surveys & tutorials, 2018 - ieeexplore.ieee.org
machine learning approaches for intrusion detection in environment. The performance
analysis of various categories of machine learning … concentrates on intrusion detection in wired …

[HTML][HTML] Machine learning and deep learning methods for intrusion detection systems: A survey

H Liu, B Lang - applied sciences, 2019 - mdpi.com
… Deep learning is a branch of machine learning that can achieve … machine learning
techniques, deep learning methods are better at dealing with big data. Moreover, deep learning

Evaluation of machine learning algorithms for intrusion detection system

M Almseidin, M Alzubi, S Kovacs… - 2017 IEEE 15th …, 2017 - ieeexplore.ieee.org
machine learning algorithms. In this paper, the following implemented the machine learning
… ) to evaluate and accurate the model of intrusion detection system based on a bench market …

Machine learning techniques for intrusion detection

M Zamani, M Movahedi - arXiv preprint arXiv:1312.2177, 2013 - arxiv.org
… algorithms for intrusion detection based on various machine learning techniques. Characteristics
of ML techniques makes it possible to design IDS that have high detection rates and …

[PDF][PDF] Survey on intrusion detection system using machine learning techniques

SK Wagh, VK Pachghare, SR Kolhe - International Journal of …, 2013 - academia.edu
Intrusions. This paper reviews different machine approaches for Intrusion detection system…
This paper also presents the system design of an Intrusion detection system to reduce false …

Practical real-time intrusion detection using machine learning approaches

P Sangkatsanee, N Wattanapongsakorn… - Computer …, 2011 - Elsevier
… -known machine learning algorithms. This will give us a simple but efficient intrusion detection
… To do that, we consider and compare several existing machine learning algorithms which …

Outside the closed world: On using machine learning for network intrusion detection

R Sommer, V Paxson - 2010 IEEE symposium on security and …, 2010 - ieeexplore.ieee.org
… : compared with other intrusion detection approaches, machine learning is rarely employed
in … the network intrusion detection problem and other areas where machine learning regularly …

[PDF][PDF] Application of machine learning approaches in intrusion detection system: a survey

NF Haq, AR Onik, MAK Hridoy… - IJARAI …, 2015 - pdfs.semanticscholar.org
… One machine learning algorithm or technique for developing an intrusion detection system
… Some of the machine learning techniques have been discussed in this study which have …

[PDF][PDF] Intrusion detection using machine learning: A comparison study

SK Biswas - International Journal of pure and applied mathematics, 2018 - academia.edu
Detection System (IDS). Jalil et al. [10] compared the performance of machine learning
algorithms in network intrusion detection … intends to design an Intrusion Detection System (IDS) …