Towards an immunity-based system for detecting masqueraders.
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| Title: | Towards an immunity-based system for detecting masqueraders. |
|---|---|
| Authors: | Okamoto, Takeshi1 take4@nw.kanagawa-it.ac.jp, Ishida, Yoshiteru2 |
| Source: | International Journal of Knowledge Based Intelligent Engineering Systems. Sep2009, Vol. 13 Issue 3/4, p103-110. 8p. 1 Diagram, 3 Graphs. |
| Subjects: | Masqueraders (Computer users), Unix operating systems, UNIX device drivers (Computer programs), Expert systems, Markov processes, Engineering systems research |
| Abstract: | This paper proposes an immunity-based system for detecting masqueraders in UNIX-like systems. The system is based on the specificity and diversity of the immune system. In other words, the immunity-based system has a user-specific agent for every user, and makes use of multiple profiles, not a single profile. The use of multiple profiles can lead to an improvement in masquerader detection accuracy. In fact, the immunity-based method outperforms other two methods which was the best detection performance in the previous works. In addition, we propose an evaluation framework for the immunity-based masquerader detection system. The evaluation framework is capable of evaluating the differences in detection accuracy between internal and external masqueraders. [ABSTRACT FROM AUTHOR] |
| Copyright of International Journal of Knowledge Based Intelligent Engineering Systems is the property of Sage Publications Inc. 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.) | |
| Database: | Engineering Source |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: egs DbLabel: Engineering Source An: 47100649 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Towards an immunity-based system for detecting masqueraders. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Okamoto%2C+Takeshi%22">Okamoto, Takeshi</searchLink><relatesTo>1</relatesTo><i> take4@nw.kanagawa-it.ac.jp</i><br /><searchLink fieldCode="AR" term="%22Ishida%2C+Yoshiteru%22">Ishida, Yoshiteru</searchLink><relatesTo>2</relatesTo> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Knowledge+Based+Intelligent+Engineering+Systems%22">International Journal of Knowledge Based Intelligent Engineering Systems</searchLink>. Sep2009, Vol. 13 Issue 3/4, p103-110. 8p. 1 Diagram, 3 Graphs. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Masqueraders+%28Computer+users%29%22">Masqueraders (Computer users)</searchLink><br /><searchLink fieldCode="DE" term="%22Unix+operating+systems%22">Unix operating systems</searchLink><br /><searchLink fieldCode="DE" term="%22UNIX+device+drivers+%28Computer+programs%29%22">UNIX device drivers (Computer programs)</searchLink><br /><searchLink fieldCode="DE" term="%22Expert+systems%22">Expert systems</searchLink><br /><searchLink fieldCode="DE" term="%22Markov+processes%22">Markov processes</searchLink><br /><searchLink fieldCode="DE" term="%22Engineering+systems+research%22">Engineering systems research</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: This paper proposes an immunity-based system for detecting masqueraders in UNIX-like systems. The system is based on the specificity and diversity of the immune system. In other words, the immunity-based system has a user-specific agent for every user, and makes use of multiple profiles, not a single profile. The use of multiple profiles can lead to an improvement in masquerader detection accuracy. In fact, the immunity-based method outperforms other two methods which was the best detection performance in the previous works. In addition, we propose an evaluation framework for the immunity-based masquerader detection system. The evaluation framework is capable of evaluating the differences in detection accuracy between internal and external masqueraders. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of International Journal of Knowledge Based Intelligent Engineering Systems is the property of Sage Publications Inc. 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: 10.3233/KES-2009-0178 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 8 StartPage: 103 Subjects: – SubjectFull: Masqueraders (Computer users) Type: general – SubjectFull: Unix operating systems Type: general – SubjectFull: UNIX device drivers (Computer programs) Type: general – SubjectFull: Expert systems Type: general – SubjectFull: Markov processes Type: general – SubjectFull: Engineering systems research Type: general Titles: – TitleFull: Towards an immunity-based system for detecting masqueraders. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Okamoto, Takeshi – PersonEntity: Name: NameFull: Ishida, Yoshiteru IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 09 Text: Sep2009 Type: published Y: 2009 Identifiers: – Type: issn-print Value: 13272314 Numbering: – Type: volume Value: 13 – Type: issue Value: 3/4 Titles: – TitleFull: International Journal of Knowledge Based Intelligent Engineering Systems Type: main |
| ResultId | 1 |
