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Journals
International Journal on Smart Sensing and Intelligent Systems
Volume 17 (2024): Issue 1 (January 2024)
Open Access
A Holistic review and performance evaluation of unsupervised learning methods for network anomaly detection
Niharika Sharma
Niharika Sharma
,
Bhavna Arora
Bhavna Arora
,
Shabana Ziyad
Shabana Ziyad
,
Pradeep Kumar Singh
Pradeep Kumar Singh
and
Yashwant Singh
Yashwant Singh
| May 19, 2024
International Journal on Smart Sensing and Intelligent Systems
Volume 17 (2024): Issue 1 (January 2024)
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Article Category:
Article
Published Online:
May 19, 2024
Page range:
-
Received:
Nov 24, 2023
DOI:
https://doi.org/10.2478/ijssis-2024-0016
Keywords
unsupervised learning
,
machine learning
,
unsupervised anomaly detection techniques
,
network anomaly detection
,
intrusion detection
© 2024 Niharika Sharma et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Niharika Sharma
Department of Computer Science and Information Technology, Central University of Jammu
Jammu (Jammu & Kashmir), India
Bhavna Arora
Department of Computer Science and Information Technology, Central University of Jammu
Jammu (Jammu & Kashmir), India
Shabana Ziyad
Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University
Al-Kharj, Saudi Arabia
Pradeep Kumar Singh
Department of Computer Science and Information Technology, Central University of Jammu
Jammu (Jammu & Kashmir), India
Yashwant Singh
Department of Computer Science and Information Technology, Central University of Jammu
Jammu (Jammu & Kashmir), India