A Simhash-Based Integrative Features Extraction Algorithm for Malware Detection

A Simhash-Based Integrative Features Extraction Algorithm for Malware Detection

In the malware detection process, obfuscated malicious codes cannot be efficiently and accurately detected solely in the dynamic or static feature space. Aiming at this problem, an integrative feature extraction algorithm based on simhash was proposed, which combines the static information e.g., API...

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Bibliographic Details
Main Authors: Yihong Li, Fangzheng Liu, Zhenyu Du, Dubing Zhang
Format: Article
Language:English
Published: MDPI AG 2018-08-01
Series:Algorithms
Subjects:
malware detection
simhash
feature extraction
integrative features
static analysis
dynamic analysis
Online Access:http://www.mdpi.com/1999-4893/11/8/124

Internet

http://www.mdpi.com/1999-4893/11/8/124

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