Machine Learning approach for malware detection using executable files features extraction

• Published in: Штучний інтелект
• Date: 2018
• Main Authors: Voranau, A.A., Harakhavik, Y.V.
• Format: Article
• Language: English
• Published: Інститут проблем штучного інтелекту МОН України та НАН України 2018
• Subjects: Прикладні інтелектуальні технології та системи
• Online Access: https://nasplib.isofts.kiev.ua/handle/123456789/162448
• Journal Title: Digital Library of Periodicals of National Academy of Sciences of Ukraine
• Cite this: Machine Learning approach for malware detection using executable files features extraction / A.A. Voranau, Y.V. Harakhavik // Штучний інтелект. — 2018. — № 3 (81). — С. 97-102. — Бібліогр.: 15 назв. — англ.

A malicious software is generally an executable program which usually settles itself in the system, replicates by copying itself, and has a malicious effect. Modern antivirus systems detect malware by knowing its pattern and detect a new virus quite difficult. There are a lot of heuristic techniques...