ICMPv6 Echo Request Ddos Attack Detection Framework Using Backpropagation Neural Network

Pertumbuhan pesat Internet dalam beberapa tahun kebelakangan ini telah mendedahkan had ruang alamat dalam protokol Internet semasa (IP), iaitu, IPv4. Permintaan yang semakin meningkat dalam penggunaan alamat IP telah mengakibatkan kehabisan alamat IPv4 seperti yang dijangkakan. Untuk menangani k...

Full description

Saved in:

Bibliographic Details
Main Author:	Mohammed Ahmed Saad, Redhwan
Format:	Thesis
Language:	English
Published:	2016
Subjects:	QA75.5-76.95 Electronic computers Computer science
Online Access:	http://eprints.usm.my/31820/1/REDHWAN_MOHAMMED_AHMED_SAAD_24%28NN%29.pdf
Tags:	Add Tag No Tags, Be the first to tag this record!

id	my-usm-ep.31820
record_format	uketd_dc
spelling	my-usm-ep.318202019-04-12T05:25:23Z ICMPv6 Echo Request Ddos Attack Detection Framework Using Backpropagation Neural Network 2016-03 Mohammed Ahmed Saad, Redhwan QA75.5-76.95 Electronic computers. Computer science Pertumbuhan pesat Internet dalam beberapa tahun kebelakangan ini telah mendedahkan had ruang alamat dalam protokol Internet semasa (IP), iaitu, IPv4. Permintaan yang semakin meningkat dalam penggunaan alamat IP telah mengakibatkan kehabisan alamat IPv4 seperti yang dijangkakan. Untuk menangani kebimbangan ini, IPv6 baru telah dibangunkan untuk menyediakan ruang alamat yang mencukupi. IPv6 dimuatkan dengan protokol baru, iaitu, versi Protokol Mesej Kawalan Internet 6 (ICMPv6), dan protokol baru ini membuka pintu bagi penyerang untuk menyerang rangkaian IPv6. Salah satu jenis serangan yang paling kerap dalam rangkaian IPv6 pada lapisan rangkaian adalah satu serangan banjir ICMPv6 DoS / DDoS. Laporan Arbor Network pada tahun 2014 menunjukkan bahawa ancaman terhadap IPv6 semakin meningkat (72% merupakan kebanjiran trafik/serangan DDoS). Di samping itu, ICMPv6 adalah protokol wajib dalam rangkaian IPv6 tidak seperti dalam IPv4, iaitu ICMP boleh disekat atau diturunkan melalui get laluan lalai. The rapid growth of the Internet in the last few years have exposed the limitation of address space in the current Internet protocol (IP) namely IPv4, due to the increasing consumption of IP addresses. The IPv6 has been developed to provide sufficient address space. It ships with a new protocol. i.e., the Internet Control Message Protocol version 6 (ICMPv6), this protocol is a mandatory protocol in IPv6 networks unlike in IPv4, in which ICMP can be blocked or dropped. ICMPv6 opens the door for attackers to attack IPv6 networks. The most frequent types of attack in IPv6 networks at the network layer is an ICMPv6 DDoS flooding attack. One of the main problem in ICMPv6 DDoS flooding attacks is accuracy detection, which suffers from a high false alarm rate. Thus, protecting infrastructure service is a critical issue that urgently needs to be addressed. 2016-03 Thesis http://eprints.usm.my/31820/ http://eprints.usm.my/31820/1/REDHWAN_MOHAMMED_AHMED_SAAD_24%28NN%29.pdf application/pdf en public phd doctoral Universiti Sains Malaysia Pusat IPv6 Termaju Negara
institution	Universiti Sains Malaysia
collection	USM Institutional Repository
language	English
topic	QA75.5-76.95 Electronic computers Computer science
spellingShingle	QA75.5-76.95 Electronic computers Computer science Mohammed Ahmed Saad, Redhwan ICMPv6 Echo Request Ddos Attack Detection Framework Using Backpropagation Neural Network
description	Pertumbuhan pesat Internet dalam beberapa tahun kebelakangan ini telah mendedahkan had ruang alamat dalam protokol Internet semasa (IP), iaitu, IPv4. Permintaan yang semakin meningkat dalam penggunaan alamat IP telah mengakibatkan kehabisan alamat IPv4 seperti yang dijangkakan. Untuk menangani kebimbangan ini, IPv6 baru telah dibangunkan untuk menyediakan ruang alamat yang mencukupi. IPv6 dimuatkan dengan protokol baru, iaitu, versi Protokol Mesej Kawalan Internet 6 (ICMPv6), dan protokol baru ini membuka pintu bagi penyerang untuk menyerang rangkaian IPv6. Salah satu jenis serangan yang paling kerap dalam rangkaian IPv6 pada lapisan rangkaian adalah satu serangan banjir ICMPv6 DoS / DDoS. Laporan Arbor Network pada tahun 2014 menunjukkan bahawa ancaman terhadap IPv6 semakin meningkat (72% merupakan kebanjiran trafik/serangan DDoS). Di samping itu, ICMPv6 adalah protokol wajib dalam rangkaian IPv6 tidak seperti dalam IPv4, iaitu ICMP boleh disekat atau diturunkan melalui get laluan lalai. The rapid growth of the Internet in the last few years have exposed the limitation of address space in the current Internet protocol (IP) namely IPv4, due to the increasing consumption of IP addresses. The IPv6 has been developed to provide sufficient address space. It ships with a new protocol. i.e., the Internet Control Message Protocol version 6 (ICMPv6), this protocol is a mandatory protocol in IPv6 networks unlike in IPv4, in which ICMP can be blocked or dropped. ICMPv6 opens the door for attackers to attack IPv6 networks. The most frequent types of attack in IPv6 networks at the network layer is an ICMPv6 DDoS flooding attack. One of the main problem in ICMPv6 DDoS flooding attacks is accuracy detection, which suffers from a high false alarm rate. Thus, protecting infrastructure service is a critical issue that urgently needs to be addressed.
format	Thesis
qualification_name	Doctor of Philosophy (PhD.)
qualification_level	Doctorate
author	Mohammed Ahmed Saad, Redhwan
author_facet	Mohammed Ahmed Saad, Redhwan
author_sort	Mohammed Ahmed Saad, Redhwan
title	ICMPv6 Echo Request Ddos Attack Detection Framework Using Backpropagation Neural Network
title_short	ICMPv6 Echo Request Ddos Attack Detection Framework Using Backpropagation Neural Network
title_full	ICMPv6 Echo Request Ddos Attack Detection Framework Using Backpropagation Neural Network
title_fullStr	ICMPv6 Echo Request Ddos Attack Detection Framework Using Backpropagation Neural Network
title_full_unstemmed	ICMPv6 Echo Request Ddos Attack Detection Framework Using Backpropagation Neural Network
title_sort	icmpv6 echo request ddos attack detection framework using backpropagation neural network
granting_institution	Universiti Sains Malaysia
granting_department	Pusat IPv6 Termaju Negara
publishDate	2016
url	http://eprints.usm.my/31820/1/REDHWAN_MOHAMMED_AHMED_SAAD_24%28NN%29.pdf
_version_	1747820494130774016

ICMPv6 Echo Request Ddos Attack Detection Framework Using Backpropagation Neural Network

Similar Items