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A survey on anomalies detection techniques and measurement methods

Learning systems; Measurement; Network security; Dynamic researches; Measurement methods; Techniques; Validation; Anomaly detection

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Bibliographic Details
Main Authors: Muruti G., Rahim F.A., Bin Ibrahim Z.-A.
Other Authors: 57202611569
Format: Conference Paper
Published: Institute of Electrical and Electronics Engineers Inc. 2023
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spelling my.uniten.dspace-248082023-05-29T15:27:22Z A survey on anomalies detection techniques and measurement methods Muruti G. Rahim F.A. Bin Ibrahim Z.-A. 57202611569 57350579500 57203863738 Learning systems; Measurement; Network security; Dynamic researches; Measurement methods; Techniques; Validation; Anomaly detection Dynamic research area has been applied and researched on anomaly detection in various domains. And various techniques have been proposed to identify unexpected items or events in datasets which differ from the norm. This review tries to provide a basic and structured overview of the anomaly detection techniques. Also, this review discusses major anomaly detection techniques using statistical based and machine learning based techniques. The outcome of this review may facilitate a better understanding of the different techniques in which research has been done on this topic by comparing the pros and cons of the identified techniques. In addition, this review also discusses on the measurement methods used by other researchers in validating their anomalies detection techniques. � 2018 IEEE Final 2023-05-29T07:27:22Z 2023-05-29T07:27:22Z 2019 Conference Paper 10.1109/IISA.2018.8631436 2-s2.0-85062853147 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85062853147&doi=10.1109%2fIISA.2018.8631436&partnerID=40&md5=5865508e2caa6924c2c71ede54a23a34 https://irepository.uniten.edu.my/handle/123456789/24808 8631436 81 86 Institute of Electrical and Electronics Engineers Inc. Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
description Learning systems; Measurement; Network security; Dynamic researches; Measurement methods; Techniques; Validation; Anomaly detection
author2 57202611569
author_facet 57202611569
Muruti G.
Rahim F.A.
Bin Ibrahim Z.-A.
format Conference Paper
author Muruti G.
Rahim F.A.
Bin Ibrahim Z.-A.
spellingShingle Muruti G.
Rahim F.A.
Bin Ibrahim Z.-A.
A survey on anomalies detection techniques and measurement methods
author_sort Muruti G.
title A survey on anomalies detection techniques and measurement methods
title_short A survey on anomalies detection techniques and measurement methods
title_full A survey on anomalies detection techniques and measurement methods
title_fullStr A survey on anomalies detection techniques and measurement methods
title_full_unstemmed A survey on anomalies detection techniques and measurement methods
title_sort survey on anomalies detection techniques and measurement methods
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2023
_version_ 1806428295647985664
score 13.222552

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