A framework of IPv6 network attack dataset construction by using testbed environment

IPv6 has been implemented for quite a while. Nowadays, the number of IPv6 users has gradually increased. This is due to high demand of new IP addresses allocation which IPv4 cannot offer anymore. Theoretically, IPv6 protocol is much better than IPv4 in terms of security, mobility and routing speed....

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Main Authors: M., Zulkiflee, N., Haniza, Sahib, Shahrin, Abd. Ghani, Mohd Khanapi
Format: Article
Published: 2014
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Online Access:http://eprints.utem.edu.my/id/eprint/14160/
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spelling my.utem.eprints.141602015-01-26T08:06:24Z http://eprints.utem.edu.my/id/eprint/14160/ A framework of IPv6 network attack dataset construction by using testbed environment M., Zulkiflee N., Haniza Sahib, Shahrin Abd. Ghani, Mohd Khanapi T Technology (General) IPv6 has been implemented for quite a while. Nowadays, the number of IPv6 users has gradually increased. This is due to high demand of new IP addresses allocation which IPv4 cannot offer anymore. Theoretically, IPv6 protocol is much better than IPv4 in terms of security, mobility and routing speed. Although the design of the IPv6 technology has taken security concerns into its design, the implementation of IPv6 is not a panacea for the overall security issues. New threats have been discovered due to the flaws of the IPv6 new design. In IPv4, there is a dataset called KDD’ 99 dataset which widely used to propose a new detection technique in IPv4 environment. Many intrusion detection techniques were proposed by using the KDD’99 dataset. Unfortunately till this point of time there is no available dataset which similar to KDD’ 99 in IPv6 network environment. Hence, this paper is meant to propose a framework of constructing a dataset which similar to KDD’99 dataset based on IPv6 network environment. An example of IPv6 dataset construction is explained according to the proposed framework. A testbed based on the original KDD’ 99 framework is used as a baseline platform for this study. A framework of constructing IPv6 datasets is proposed which can be encouraged researchers to produce a solid dataset for IPv6 network environment. In the future, a new dataset can be produced which can facilitate further researcher in IPv6 security domain. 2014 Article PeerReviewed M., Zulkiflee and N., Haniza and Sahib, Shahrin and Abd. Ghani, Mohd Khanapi (2014) A framework of IPv6 network attack dataset construction by using testbed environment. International Review on Computers and Software (I.RE.CO.S.). pp. 1434-1441. ISSN 1828-6003
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
topic T Technology (General)
spellingShingle T Technology (General)
M., Zulkiflee
N., Haniza
Sahib, Shahrin
Abd. Ghani, Mohd Khanapi
A framework of IPv6 network attack dataset construction by using testbed environment
description IPv6 has been implemented for quite a while. Nowadays, the number of IPv6 users has gradually increased. This is due to high demand of new IP addresses allocation which IPv4 cannot offer anymore. Theoretically, IPv6 protocol is much better than IPv4 in terms of security, mobility and routing speed. Although the design of the IPv6 technology has taken security concerns into its design, the implementation of IPv6 is not a panacea for the overall security issues. New threats have been discovered due to the flaws of the IPv6 new design. In IPv4, there is a dataset called KDD’ 99 dataset which widely used to propose a new detection technique in IPv4 environment. Many intrusion detection techniques were proposed by using the KDD’99 dataset. Unfortunately till this point of time there is no available dataset which similar to KDD’ 99 in IPv6 network environment. Hence, this paper is meant to propose a framework of constructing a dataset which similar to KDD’99 dataset based on IPv6 network environment. An example of IPv6 dataset construction is explained according to the proposed framework. A testbed based on the original KDD’ 99 framework is used as a baseline platform for this study. A framework of constructing IPv6 datasets is proposed which can be encouraged researchers to produce a solid dataset for IPv6 network environment. In the future, a new dataset can be produced which can facilitate further researcher in IPv6 security domain.
format Article
author M., Zulkiflee
N., Haniza
Sahib, Shahrin
Abd. Ghani, Mohd Khanapi
author_facet M., Zulkiflee
N., Haniza
Sahib, Shahrin
Abd. Ghani, Mohd Khanapi
author_sort M., Zulkiflee
title A framework of IPv6 network attack dataset construction by using testbed environment
title_short A framework of IPv6 network attack dataset construction by using testbed environment
title_full A framework of IPv6 network attack dataset construction by using testbed environment
title_fullStr A framework of IPv6 network attack dataset construction by using testbed environment
title_full_unstemmed A framework of IPv6 network attack dataset construction by using testbed environment
title_sort framework of ipv6 network attack dataset construction by using testbed environment
publishDate 2014
url http://eprints.utem.edu.my/id/eprint/14160/
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score 13.214268