Evaluating Intrusion Detection Approaches Using a Multi-criteria Decision Making Technique
We can witness the growing interest of researchers in the field of intrusion detection because a single attack can easily cause a big harm to the computer or network system. A number of intrusion detection approaches are available to tackle this issue but it is hard to identity that which approach i...
| Main Authors: | , |
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| Format: | Citation Index Journal |
| Language: | English |
| Published: |
IJISCE
2010
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| Subjects: | |
| Online Access: | http://scholars.utp.edu.my/id/eprint/2229/ http://scholars.utp.edu.my/id/eprint/2229/1/AUSJ-ahmad.pdf |
| _version_ | 1848659216660692992 |
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| author | I. , Ahmad Azween, Abdullah |
| author_facet | I. , Ahmad Azween, Abdullah |
| author_sort | I. , Ahmad |
| building | UTP Institutional Repository |
| collection | Online Access |
| description | We can witness the growing interest of researchers in the field of intrusion detection because a single attack can easily cause a big harm to the computer or network system. A number of intrusion detection approaches are available to tackle this issue but it is hard to identity that which approach is most suitable. Therefore, we have addressed this issue in this paper that which approach should be adopted in intrusion detection systems. The current paper explains the concepts, tools and methodologies being used to evaluate different intrusion detection approaches by a multi-criteria decision making technique such as Analytical Hierarchy Process (AHP). The present study indicates that artificial neural network approach is most suitable to tackle the current issues of intrusion detection systems such as regular updating, detection rate, false positive, false negative, suitability and adaptability |
| first_indexed | 2025-11-13T07:26:54Z |
| format | Citation Index Journal |
| id | oai:scholars.utp.edu.my:2229 |
| institution | Universiti Teknologi Petronas |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-13T07:26:54Z |
| publishDate | 2010 |
| publisher | IJISCE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:scholars.utp.edu.my:22292017-03-20T01:59:54Z http://scholars.utp.edu.my/id/eprint/2229/ Evaluating Intrusion Detection Approaches Using a Multi-criteria Decision Making Technique I. , Ahmad Azween, Abdullah QA75 Electronic computers. Computer science We can witness the growing interest of researchers in the field of intrusion detection because a single attack can easily cause a big harm to the computer or network system. A number of intrusion detection approaches are available to tackle this issue but it is hard to identity that which approach is most suitable. Therefore, we have addressed this issue in this paper that which approach should be adopted in intrusion detection systems. The current paper explains the concepts, tools and methodologies being used to evaluate different intrusion detection approaches by a multi-criteria decision making technique such as Analytical Hierarchy Process (AHP). The present study indicates that artificial neural network approach is most suitable to tackle the current issues of intrusion detection systems such as regular updating, detection rate, false positive, false negative, suitability and adaptability IJISCE 2010-05 Citation Index Journal PeerReviewed application/pdf en http://scholars.utp.edu.my/id/eprint/2229/1/AUSJ-ahmad.pdf I. , Ahmad and Azween, Abdullah (2010) Evaluating Intrusion Detection Approaches Using a Multi-criteria Decision Making Technique. [Citation Index Journal] http://www.ijisce.org/search.php?titlesrc=&authorsrc=azween&yearsrc=&x=38&y=8 |
| spellingShingle | QA75 Electronic computers. Computer science I. , Ahmad Azween, Abdullah Evaluating Intrusion Detection Approaches Using a Multi-criteria Decision Making Technique |
| title | Evaluating Intrusion Detection Approaches Using a Multi-criteria Decision Making Technique |
| title_full | Evaluating Intrusion Detection Approaches Using a Multi-criteria Decision Making Technique |
| title_fullStr | Evaluating Intrusion Detection Approaches Using a Multi-criteria Decision Making Technique |
| title_full_unstemmed | Evaluating Intrusion Detection Approaches Using a Multi-criteria Decision Making Technique |
| title_short | Evaluating Intrusion Detection Approaches Using a Multi-criteria Decision Making Technique |
| title_sort | evaluating intrusion detection approaches using a multi-criteria decision making technique |
| topic | QA75 Electronic computers. Computer science |
| url | http://scholars.utp.edu.my/id/eprint/2229/ http://scholars.utp.edu.my/id/eprint/2229/ http://scholars.utp.edu.my/id/eprint/2229/1/AUSJ-ahmad.pdf |