Methods for Preventing DDoS Attacks in Cloud Computing

Distributed Denial of Service (DDoS) are attacks in networks that cause major performance disturbance. Intrusion prevention system (IPS) are tools for deployment and the correct placement of IDS/IPS systems on networks is of great importance for optimal monitoring and achieving maximum effect in pro...

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Main Authors:	Jaber, Aws Naser, Mohamad Fadli, Zolkipli, Mazlina, Abdul Majid, Shahid, Anwar
Format:	Article
Language:	English English
Published:	American Scientific Publishers 2017
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://umpir.ump.edu.my/id/eprint/18911/ http://umpir.ump.edu.my/id/eprint/18911/ http://umpir.ump.edu.my/id/eprint/18911/ http://umpir.ump.edu.my/id/eprint/18911/1/fskkp-2017-jaber-Methods%20for%20Preventing%20DDoS.pdf http://umpir.ump.edu.my/id/eprint/18911/7/fskkp-2017-jaber-Methods%20for%20Preventing%20DDoS1.pdf

id	ump-18911
recordtype	eprints
spelling	ump-189112019-10-15T07:30:02Z http://umpir.ump.edu.my/id/eprint/18911/ Methods for Preventing DDoS Attacks in Cloud Computing Jaber, Aws Naser Mohamad Fadli, Zolkipli Mazlina, Abdul Majid Shahid, Anwar QA75 Electronic computers. Computer science Distributed Denial of Service (DDoS) are attacks in networks that cause major performance disturbance. Intrusion prevention system (IPS) are tools for deployment and the correct placement of IDS/IPS systems on networks is of great importance for optimal monitoring and achieving maximum effect in protecting a system. In order to predict network anomalies, we propose using a PCA-preprocessing and covariance analysis to divide historical data of a network. Then, rough set-based rules are applied for predicting the behavior of future data in the network in order to best respond to predicted attack threats. The methods advanced are intended to be simple, allowing flexibility in how they are applied to networks and predicting attacks while limiting computational overhead. American Scientific Publishers 2017 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/18911/1/fskkp-2017-jaber-Methods%20for%20Preventing%20DDoS.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/18911/7/fskkp-2017-jaber-Methods%20for%20Preventing%20DDoS1.pdf Jaber, Aws Naser and Mohamad Fadli, Zolkipli and Mazlina, Abdul Majid and Shahid, Anwar (2017) Methods for Preventing DDoS Attacks in Cloud Computing. Advanced Science Letters, 23 (6). pp. 5282-5285. ISSN 1936-6612 https://doi.org/10.1166/asl.2017.7359 doi: 10.1166/asl.2017.7359
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English
topic	QA75 Electronic computers. Computer science
spellingShingle	QA75 Electronic computers. Computer science Jaber, Aws Naser Mohamad Fadli, Zolkipli Mazlina, Abdul Majid Shahid, Anwar Methods for Preventing DDoS Attacks in Cloud Computing
description	Distributed Denial of Service (DDoS) are attacks in networks that cause major performance disturbance. Intrusion prevention system (IPS) are tools for deployment and the correct placement of IDS/IPS systems on networks is of great importance for optimal monitoring and achieving maximum effect in protecting a system. In order to predict network anomalies, we propose using a PCA-preprocessing and covariance analysis to divide historical data of a network. Then, rough set-based rules are applied for predicting the behavior of future data in the network in order to best respond to predicted attack threats. The methods advanced are intended to be simple, allowing flexibility in how they are applied to networks and predicting attacks while limiting computational overhead.
format	Article
author	Jaber, Aws Naser Mohamad Fadli, Zolkipli Mazlina, Abdul Majid Shahid, Anwar
author_facet	Jaber, Aws Naser Mohamad Fadli, Zolkipli Mazlina, Abdul Majid Shahid, Anwar
author_sort	Jaber, Aws Naser
title	Methods for Preventing DDoS Attacks in Cloud Computing
title_short	Methods for Preventing DDoS Attacks in Cloud Computing
title_full	Methods for Preventing DDoS Attacks in Cloud Computing
title_fullStr	Methods for Preventing DDoS Attacks in Cloud Computing
title_full_unstemmed	Methods for Preventing DDoS Attacks in Cloud Computing
title_sort	methods for preventing ddos attacks in cloud computing
publisher	American Scientific Publishers
publishDate	2017
url	http://umpir.ump.edu.my/id/eprint/18911/ http://umpir.ump.edu.my/id/eprint/18911/ http://umpir.ump.edu.my/id/eprint/18911/ http://umpir.ump.edu.my/id/eprint/18911/1/fskkp-2017-jaber-Methods%20for%20Preventing%20DDoS.pdf http://umpir.ump.edu.my/id/eprint/18911/7/fskkp-2017-jaber-Methods%20for%20Preventing%20DDoS1.pdf
first_indexed	2023-09-18T22:27:01Z
last_indexed	2023-09-18T22:27:01Z
_version_	1777416033949188096

Methods for Preventing DDoS Attacks in Cloud Computing

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