A New Generic Taxonomy on Hybrid Malware Detection Technique
Malware is a type of malicious program that replicate from host machine and propagate through network. It has been considered as one type of computer attack and intrusion that can do a variety of malicious activity on a computer. This paper addresses the current trend of malware detection techniques...
Saved in:
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | en |
| Published: |
LJS Publisher and IJCSIS Press
2009
|
| Subjects: | |
| Online Access: | http://eprints.utem.edu.my/id/eprint/62/1/0909.4860.pdf http://eprints.utem.edu.my/id/eprint/62/ http://sites.google.com/site/ijcsis/Home |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832715928629936128 |
|---|---|
| author | Yusof, R. Selamat, S. R. Mas'ud, M. Z. Sahib, S. Abdollah, M. F. Ramly, M. |
| author_facet | Yusof, R. Selamat, S. R. Mas'ud, M. Z. Sahib, S. Abdollah, M. F. Ramly, M. |
| author_sort | Yusof, R. |
| building | UTEM Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknikal Malaysia Melaka |
| content_source | UTEM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Malware is a type of malicious program that replicate from host machine and propagate through network. It has been considered as one type of computer attack and intrusion that can do a variety of malicious activity on a computer. This paper addresses the current trend of malware detection techniques and identifies the significant criteria in each technique to improve malware detection in Intrusion Detection System (IDS). Several existing techniques are analyzing from 48 various researches and the capability criteria of malware detection technique have been reviewed. From the analysis, a new generic taxonomy of malware detection technique have been proposed named Hybrid-Malware
Detection Technique (Hybrid-MDT) which consists of Hybrid-
Signature and Anomaly detection technique and Hybrid-Specification based and Anomaly detection technique to
complement the weaknesses of the existing malware detection
technique in detecting known and unknown attack as well as
reducing false alert before and during the intrusion occur. |
| format | Article |
| id | my.utem.eprints-62 |
| institution | Universiti Teknikal Malaysia Melaka |
| language | en |
| publishDate | 2009 |
| publisher | LJS Publisher and IJCSIS Press |
| record_format | eprints |
| spelling | my.utem.eprints-622021-09-19T17:07:15Z http://eprints.utem.edu.my/id/eprint/62/ A New Generic Taxonomy on Hybrid Malware Detection Technique Yusof, R. Selamat, S. R. Mas'ud, M. Z. Sahib, S. Abdollah, M. F. Ramly, M. Q Science (General) Malware is a type of malicious program that replicate from host machine and propagate through network. It has been considered as one type of computer attack and intrusion that can do a variety of malicious activity on a computer. This paper addresses the current trend of malware detection techniques and identifies the significant criteria in each technique to improve malware detection in Intrusion Detection System (IDS). Several existing techniques are analyzing from 48 various researches and the capability criteria of malware detection technique have been reviewed. From the analysis, a new generic taxonomy of malware detection technique have been proposed named Hybrid-Malware Detection Technique (Hybrid-MDT) which consists of Hybrid- Signature and Anomaly detection technique and Hybrid-Specification based and Anomaly detection technique to complement the weaknesses of the existing malware detection technique in detecting known and unknown attack as well as reducing false alert before and during the intrusion occur. LJS Publisher and IJCSIS Press 2009-09 Article NonPeerReviewed application/pdf en http://eprints.utem.edu.my/id/eprint/62/1/0909.4860.pdf Yusof, R. and Selamat, S. R. and Mas'ud, M. Z. and Sahib, S. and Abdollah, M. F. and Ramly, M. (2009) A New Generic Taxonomy on Hybrid Malware Detection Technique. International Journal of Computer Science and Information Security, 5 (1). pp. 56-61. ISSN 1947-5500 http://sites.google.com/site/ijcsis/Home |
| spellingShingle | Q Science (General) Yusof, R. Selamat, S. R. Mas'ud, M. Z. Sahib, S. Abdollah, M. F. Ramly, M. A New Generic Taxonomy on Hybrid Malware Detection Technique |
| title | A New Generic Taxonomy on Hybrid Malware Detection Technique |
| title_full | A New Generic Taxonomy on Hybrid Malware Detection Technique |
| title_fullStr | A New Generic Taxonomy on Hybrid Malware Detection Technique |
| title_full_unstemmed | A New Generic Taxonomy on Hybrid Malware Detection Technique |
| title_short | A New Generic Taxonomy on Hybrid Malware Detection Technique |
| title_sort | new generic taxonomy on hybrid malware detection technique |
| topic | Q Science (General) |
| url | http://eprints.utem.edu.my/id/eprint/62/1/0909.4860.pdf http://eprints.utem.edu.my/id/eprint/62/ http://sites.google.com/site/ijcsis/Home |
| url_provider | http://eprints.utem.edu.my/ |