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Feature set reduction for the detection of packed executables

Title
Feature set reduction for the detection of packed executables
Author
임을규
Keywords
Obfuscation; Packing; Malware; Security.
Issue Date
2014-06
Publisher
IET
Citation
In: IET Conference Publications. (IETConference Publications, 2014, 2014(CP639),p.263-268
Abstract
Emerging sophisticated malware utilises obfuscation to circumvent detection. This is achieved by using packers to disguise their malicious intent. In this paper a novel malware detection method for detecting packed executable files using entropy analysis is proposed. It utilises a reduced feature set of variables to calculate an entropy score from which classification can be performed. Competitive analysis with state-of-the-art reveals an increase in classification accuracy.
URI
http://ieeexplore.ieee.org/document/6912767/http://hdl.handle.net/20.500.11754/55453
DOI
10.1049/cp.2014.0696
Appears in Collections:
COLLEGE OF ENGINEERING[S](공과대학) > COMPUTER SCIENCE(컴퓨터소프트웨어학부) > Articles
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