Frequency analysis and online learning in malware detection

Traditional antivirus products are signature-based solutions, which rely on a static database to perform detection. The weakness of this design is that the signatures may become outdated, resulting in the failure to detect new samples. The other method is behavior-based detection, which aims to iden...

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Bibliographic Details
Main Author: Huynh, Ngoc Anh
Other Authors: Ng Wee Keong
Format: Thesis
Language:English
Published: 2019
Subjects:
Online Access:https://hdl.handle.net/10356/93574
http://hdl.handle.net/10220/49944