An immune based dynamic intrusion detection model.
Saved in:
| Title: | An immune based dynamic intrusion detection model. |
|---|---|
| Authors: | Li Tao1 litao@scu.edu.cn |
| Source: | Chinese Science Bulletin. Nov2005, Vol. 50 Issue 22, p2650-2657. 8p. 2 Diagrams, 10 Graphs. |
| Subjects: | Computer simulation of immune system, Antigen analysis, Lymphocytes, Leukocytes, Immunocomputers, Immune system, Immunology |
| Abstract: | With the dynamic description method for self and antigen, and the concept of dynamic immune tolerance for lymphocytes in network-security domain presented in this paper, a new immune based dynamic intrusion detection model (Idid) is proposed. In Idid, the dynamic models and the corresponding recursive equations of the lifecycle of mature lymphocytes, and the immune memory are built. Therefore, the problem of the dynamic description of self and nonself in computer immune systems is solved, and the defect of the low efficiency of mature lymphocyte generating in traditional computer immune systems is overcome. Simulations of this model are performed, and the comparison experiment results show that the proposed dynamic intrusion detection model has a better adaptability than the traditional methods. [ABSTRACT FROM AUTHOR] |
| Copyright of Chinese Science Bulletin 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.) | |
| Database: | Engineering Source |
| FullText | Text: Availability: 0 |
|---|---|
| Header | DbId: egs DbLabel: Engineering Source An: 19903687 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
| IllustrationInfo | |
| Items | – Name: Title Label: Title Group: Ti Data: An immune based dynamic intrusion detection model. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Li+Tao%22">Li Tao</searchLink><relatesTo>1</relatesTo><i> litao@scu.edu.cn</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Chinese+Science+Bulletin%22">Chinese Science Bulletin</searchLink>. Nov2005, Vol. 50 Issue 22, p2650-2657. 8p. 2 Diagrams, 10 Graphs. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Computer+simulation+of+immune+system%22">Computer simulation of immune system</searchLink><br /><searchLink fieldCode="DE" term="%22Antigen+analysis%22">Antigen analysis</searchLink><br /><searchLink fieldCode="DE" term="%22Lymphocytes%22">Lymphocytes</searchLink><br /><searchLink fieldCode="DE" term="%22Leukocytes%22">Leukocytes</searchLink><br /><searchLink fieldCode="DE" term="%22Immunocomputers%22">Immunocomputers</searchLink><br /><searchLink fieldCode="DE" term="%22Immune+system%22">Immune system</searchLink><br /><searchLink fieldCode="DE" term="%22Immunology%22">Immunology</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: With the dynamic description method for self and antigen, and the concept of dynamic immune tolerance for lymphocytes in network-security domain presented in this paper, a new immune based dynamic intrusion detection model (Idid) is proposed. In Idid, the dynamic models and the corresponding recursive equations of the lifecycle of mature lymphocytes, and the immune memory are built. Therefore, the problem of the dynamic description of self and nonself in computer immune systems is solved, and the defect of the low efficiency of mature lymphocyte generating in traditional computer immune systems is overcome. Simulations of this model are performed, and the comparison experiment results show that the proposed dynamic intrusion detection model has a better adaptability than the traditional methods. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of Chinese Science Bulletin 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.) |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=egs&AN=19903687 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1360/982005-62 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 8 StartPage: 2650 Subjects: – SubjectFull: Computer simulation of immune system Type: general – SubjectFull: Antigen analysis Type: general – SubjectFull: Lymphocytes Type: general – SubjectFull: Leukocytes Type: general – SubjectFull: Immunocomputers Type: general – SubjectFull: Immune system Type: general – SubjectFull: Immunology Type: general Titles: – TitleFull: An immune based dynamic intrusion detection model. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Li Tao IsPartOfRelationships: – BibEntity: Dates: – D: 15 M: 11 Text: Nov2005 Type: published Y: 2005 Identifiers: – Type: issn-print Value: 10016538 Numbering: – Type: volume Value: 50 – Type: issue Value: 22 Titles: – TitleFull: Chinese Science Bulletin Type: main |
| ResultId | 1 |
