Conference Proceedings

International Conference on Advances in Computer Science and Electronics Engineering - CSEE 2013

Malware Detection Through Decision Tree Classifier

Author(s) : KAMRAN MOROVATI, SANJAY KADAM

Abstract

The first part of this paper is devoted to a brief introduction, terminology and a comparison between different methods of preventing and detecting malware. The second portion of this paper presents a new method for classifying malicious files versus normal ones. Our approach is based on differences between assembly op-code frequencies in malware and benign classes. We have also utilized decision tree algorithms to simplify the classification.

Conference Title : International Conference on Advances in Computer Science and Electronics Engineering - CSEE 2013
Conference Date(s) : February 24, 2013
Place : Hotel Clarks Inn Suites - New Delhi - NCR
No fo Author(s) : 2
DOI : 10.15224/978-981-07-5461-7-38
Page(s) : 190 - 196
Electronic ISBN : 978-981-07-5461-7
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