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...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
LJS Publisher and IJCSIS Press
2009
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| Subjects: | |
| Online Access: | http://eprints.utem.edu.my/id/eprint/62/ http://eprints.utem.edu.my/id/eprint/62/1/0909.4860.pdf |
| Summary: | 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. |
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