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Survey on Representation Techniques for Malware Detection System

Authors :
Gamal Abdel Nassir Mohamed
Norafida Ithnin
Source :
American Journal of Applied Sciences. 14:1049-1069
Publication Year :
2017
Publisher :
Science Publications, 2017.

Abstract

Malicious programs are malignant software’s designed by hackers or cyber offenders with a harmful intent to disrupt computer operation. In various researches, we found that the balance between designing an accurate architecture that can detect the malware and track several advanced techniques that malware creators apply to get variants of malware are always a difficult line. Hence the study of malware detection techniques has become more important and challenging within the security field. This review paper provides a detailed discussion and full reviews for various types of malware, malware detection techniques, various researches on them, malware analysis methods and different dynamic programming-based tools that could be used to represent the malware sampled. We have provided a comprehensive bibliography in malware detection, its techniques and analysis methods for malware researchers.

Details

ISSN :
15469239
Volume :
14
Database :
OpenAIRE
Journal :
American Journal of Applied Sciences
Accession number :
edsair.doi...........bbc2e8ac90fdaf7b32f0f83a9b9025d1
Full Text :
https://doi.org/10.3844/ajassp.2017.1049.1069