Academic Journal
Rule-based detection technique for ICMPv6 anomalous behaviour.
| Τίτλος: | Rule-based detection technique for ICMPv6 anomalous behaviour. |
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| Συγγραφείς: | Saad, Redhwan M. A., Anbar, Mohammed, Manickam, Selvakumar |
| Πηγή: | Neural Computing & Applications; Dec2018, Vol. 30 Issue 12, p3815-3824, 10p |
| Θεματικοί όροι: | Computer network security, Internet protocols, Rule-based programming, Internet protocol version 6, Message authentication codes, Network performance |
| Περίληψη: | The rapid growth of the Internet in the past few years has revealed the limitation of address space in the current Internet Protocol (IP), namely IPv4. Essentially, the increasing demand and consumption of IP addresses have led to the anticipated exhaustion of IPv4 addresses. In order to address this concern, the Internet Protocol version 6 (IPv6) has been developed to provide a sufficient address space. IPv6 is shipped with a new protocol, namely, the neighbour discovery protocol (NDP) which has vulnerabilities that can be used by attackers to launch attacks on IPv6 networks. Such vulnerabilities include the lack of exchange message authentication of NDP. Attacks targeting ICMPv6 protocol display ICMPv6 anomalies. As such, this paper proposes a rule-based technique for detecting ICMPv6 anomalous behaviours that negatively affect the network performance. The effectiveness of this technique is demonstrated by using substantial datasets obtained from the National Advance IPv6 Centre of Excellence (NAv6) laboratory. The experimental results have proved that the proposed technique is capable of detecting ICMPv6 anomalous behaviour s with a detection accuracy rate of 92%. [ABSTRACT FROM AUTHOR] |
| Copyright of Neural Computing & Applications is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Βάση Δεδομένων: | Complementary Index |
| FullText | Links: – Type: other Text: Availability: 0 CustomLinks: – Url: https://dx.doi.org/doi:10.1007/s00521-017-2967-y Name: EDS - Springer Nature Journals (s7799221) Category: fullText Text: View record at Springer |
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| Header | DbId: edb DbLabel: Complementary Index An: 133242499 RelevancyScore: 873 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 873.465087890625 |
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| Items | – Name: Title Label: Title Group: Ti Data: Rule-based detection technique for ICMPv6 anomalous behaviour. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Saad%2C+Redhwan+M%2E+A%2E%22">Saad, Redhwan M. A.</searchLink><br /><searchLink fieldCode="AR" term="%22Anbar%2C+Mohammed%22">Anbar, Mohammed</searchLink><br /><searchLink fieldCode="AR" term="%22Manickam%2C+Selvakumar%22">Manickam, Selvakumar</searchLink> – Name: TitleSource Label: Source Group: Src Data: Neural Computing & Applications; Dec2018, Vol. 30 Issue 12, p3815-3824, 10p – Name: Subject Label: Subject Terms Group: Su Data: <searchLink fieldCode="DE" term="%22Computer+network+security%22">Computer network security</searchLink><br /><searchLink fieldCode="DE" term="%22Internet+protocols%22">Internet protocols</searchLink><br /><searchLink fieldCode="DE" term="%22Rule-based+programming%22">Rule-based programming</searchLink><br /><searchLink fieldCode="DE" term="%22Internet+protocol+version+6%22">Internet protocol version 6</searchLink><br /><searchLink fieldCode="DE" term="%22Message+authentication+codes%22">Message authentication codes</searchLink><br /><searchLink fieldCode="DE" term="%22Network+performance%22">Network performance</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: The rapid growth of the Internet in the past few years has revealed the limitation of address space in the current Internet Protocol (IP), namely IPv4. Essentially, the increasing demand and consumption of IP addresses have led to the anticipated exhaustion of IPv4 addresses. In order to address this concern, the Internet Protocol version 6 (IPv6) has been developed to provide a sufficient address space. IPv6 is shipped with a new protocol, namely, the neighbour discovery protocol (NDP) which has vulnerabilities that can be used by attackers to launch attacks on IPv6 networks. Such vulnerabilities include the lack of exchange message authentication of NDP. Attacks targeting ICMPv6 protocol display ICMPv6 anomalies. As such, this paper proposes a rule-based technique for detecting ICMPv6 anomalous behaviours that negatively affect the network performance. The effectiveness of this technique is demonstrated by using substantial datasets obtained from the National Advance IPv6 Centre of Excellence (NAv6) laboratory. The experimental results have proved that the proposed technique is capable of detecting ICMPv6 anomalous behaviour s with a detection accuracy rate of 92%. [ABSTRACT FROM AUTHOR] – Name: Abstract Label: Group: Ab Data: <i>Copyright of Neural Computing & Applications is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s00521-017-2967-y Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 10 StartPage: 3815 Subjects: – SubjectFull: Computer network security Type: general – SubjectFull: Internet protocols Type: general – SubjectFull: Rule-based programming Type: general – SubjectFull: Internet protocol version 6 Type: general – SubjectFull: Message authentication codes Type: general – SubjectFull: Network performance Type: general Titles: – TitleFull: Rule-based detection technique for ICMPv6 anomalous behaviour. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Saad, Redhwan M. A. – PersonEntity: Name: NameFull: Anbar, Mohammed – PersonEntity: Name: NameFull: Manickam, Selvakumar IsPartOfRelationships: – BibEntity: Dates: – D: 15 M: 12 Text: Dec2018 Type: published Y: 2018 Identifiers: – Type: issn-print Value: 09410643 Numbering: – Type: volume Value: 30 – Type: issue Value: 12 Titles: – TitleFull: Neural Computing & Applications Type: main |
| ResultId | 1 |