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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