Distributed denial of service detection using stepping stone detection method in internet control message protocol attack

The Distributed Denial of Services (DDoS) is an imminent attack that can threaten cyber security even tough the attack is simple. The goal of DDoS attack is to disrupt the services that being provided by a server by forcing the server to a halt. This attack actually is an attack that being conducted...

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Main Author:	Nor Izham, Subri
Format:	Thesis
Language:	eng eng eng
Published:	2017
Subjects:	T58.5-58.64 Information technology
Online Access:	https://etd.uum.edu.my/9098/1/s816991_01.pdf https://etd.uum.edu.my/9098/2/s816991_02.pdf https://etd.uum.edu.my/9098/3/s816991_references.docx
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id	my-uum-etd.9098
record_format	uketd_dc
spelling	my-uum-etd.90982022-03-06T03:43:13Z Distributed denial of service detection using stepping stone detection method in internet control message protocol attack 2017 Nor Izham, Subri Omar, Mohd Nizam Din, Roshidi Awang Had Salleh Graduate School of Arts & Sciences Awang Had Salleh Graduate School of Arts & Sciences T58.5-58.64 Information technology The Distributed Denial of Services (DDoS) is an imminent attack that can threaten cyber security even tough the attack is simple. The goal of DDoS attack is to disrupt the services that being provided by a server by forcing the server to a halt. This attack actually is an attack that being conducted by overwhelming the victim using large amount of host that sends request that need to be processed by the server. DDoS attack using ICMP as a medium prove to be a challenge to cyber security prevention system and application. This is because ICMP-based DDoS attack has a characteristic such as not containing malicious content. Therefore, ICMP-based DDoS attack is hard to be detected by cyber security prevention system and application. The goal of this research is to detect DDoS attack using Stepping Stone Detection (SSD) method. The objective of this research is to develop different approach to detect DDoS attack. There are six stages involved in this research which are analysis, instrument, design, experiment, data collection, and evaluation. The experiment is using testbed where actual hardware is used in a controlled environment where the data obtained is not polluted with other elements. Lastly, False Positive Rate (FPR) is compared so the efficiency of SSD-based method to detect DDoS can be identified. This research shows that SSD-based method obtained low FPR which is 0.206% rather than Snort that obtain 63.04%. This shows that SSD-based method is more efficient to detect ICMP-based DDoS attack than Snort in terms of FPR. As a conclusion, this research shows that SSD capable to detect ICMP-based DDoS attack and achieve the objectives of this research. 2017 Thesis https://etd.uum.edu.my/9098/ https://etd.uum.edu.my/9098/1/s816991_01.pdf text eng public https://etd.uum.edu.my/9098/2/s816991_02.pdf text eng public https://etd.uum.edu.my/9098/3/s816991_references.docx text eng public other masters Universiti Utara Malaysia
institution	Universiti Utara Malaysia
collection	UUM ETD
language	eng eng eng
advisor	Omar, Mohd Nizam Din, Roshidi
topic	T58.5-58.64 Information technology
spellingShingle	T58.5-58.64 Information technology Nor Izham, Subri Distributed denial of service detection using stepping stone detection method in internet control message protocol attack
description	The Distributed Denial of Services (DDoS) is an imminent attack that can threaten cyber security even tough the attack is simple. The goal of DDoS attack is to disrupt the services that being provided by a server by forcing the server to a halt. This attack actually is an attack that being conducted by overwhelming the victim using large amount of host that sends request that need to be processed by the server. DDoS attack using ICMP as a medium prove to be a challenge to cyber security prevention system and application. This is because ICMP-based DDoS attack has a characteristic such as not containing malicious content. Therefore, ICMP-based DDoS attack is hard to be detected by cyber security prevention system and application. The goal of this research is to detect DDoS attack using Stepping Stone Detection (SSD) method. The objective of this research is to develop different approach to detect DDoS attack. There are six stages involved in this research which are analysis, instrument, design, experiment, data collection, and evaluation. The experiment is using testbed where actual hardware is used in a controlled environment where the data obtained is not polluted with other elements. Lastly, False Positive Rate (FPR) is compared so the efficiency of SSD-based method to detect DDoS can be identified. This research shows that SSD-based method obtained low FPR which is 0.206% rather than Snort that obtain 63.04%. This shows that SSD-based method is more efficient to detect ICMP-based DDoS attack than Snort in terms of FPR. As a conclusion, this research shows that SSD capable to detect ICMP-based DDoS attack and achieve the objectives of this research.
format	Thesis
qualification_name	other
qualification_level	Master's degree
author	Nor Izham, Subri
author_facet	Nor Izham, Subri
author_sort	Nor Izham, Subri
title	Distributed denial of service detection using stepping stone detection method in internet control message protocol attack
title_short	Distributed denial of service detection using stepping stone detection method in internet control message protocol attack
title_full	Distributed denial of service detection using stepping stone detection method in internet control message protocol attack
title_fullStr	Distributed denial of service detection using stepping stone detection method in internet control message protocol attack
title_full_unstemmed	Distributed denial of service detection using stepping stone detection method in internet control message protocol attack
title_sort	distributed denial of service detection using stepping stone detection method in internet control message protocol attack
granting_institution	Universiti Utara Malaysia
granting_department	Awang Had Salleh Graduate School of Arts & Sciences
publishDate	2017
url	https://etd.uum.edu.my/9098/1/s816991_01.pdf https://etd.uum.edu.my/9098/2/s816991_02.pdf https://etd.uum.edu.my/9098/3/s816991_references.docx
_version_	1747828526926528512

Distributed denial of service detection using stepping stone detection method in internet control message protocol attack

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