Novel Feature Extraction, Selection and Fusion for Effective Malware Family Classification

Author:

Ahmadi Mansour1,Ulyanov Dmitry2,Semenov Stanislav3,Trofimov Mikhail4,Giacinto Giorgio1

Affiliation:

1. University of Cagliari, Cagliari, Italy

2. Skolkovo Institute of Science and Technology, Moscow, Russian Fed.

3. National Research University Higher School of Economics, Moscow, Russian Fed.

4. Moscow Institute of Physics and Technology, Moscow, Russian Fed.

Publisher

ACM

Reference48 articles.

1. Ida : Disassembler and debugger. https://www.hex-rays.com/products/ida/ 2013. Ida : Disassembler and debugger. https://www.hex-rays.com/products/ida/ 2013.

2. Novel active learning methods for enhanced PC malware detection in windows OS

3. Duqu is back. http://www.kaspersky.com/about/news/virus/2015/Duqu-is-back 2015. Duqu is back. http://www.kaspersky.com/about/news/virus/2015/Duqu-is-back 2015.

4. Mahotas features. http://mahotas.readthedocs.org/en/latest/features.html 2015. Mahotas features. http://mahotas.readthedocs.org/en/latest/features.html 2015.

5. Mcafee labs threats report february. http://www.mcafee.com/us/resources/reports/rp-quarterly-threat-q4--2014.pdf 2015. Mcafee labs threats report february. http://www.mcafee.com/us/resources/reports/rp-quarterly-threat-q4--2014.pdf 2015.

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