Exploring Function Call Graph Vectorization and File Statistical Features in Malicious PE File Classification

Exploring Function Call Graph Vectorization and File Statistical Features in Malicious PE File Classification

Over the last few years, the malware propagation on PC platforms, especially on Windows OS has been even severe. For the purpose of resisting a large scale of malware variants, machine learning (ML) classifiers for malicious Portable Executable (PE) files have been proposed to achieve automated clas...

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Bibliographic Details
Main Authors: Yipin Zhang, Xiaolin Chang, Yuzhou Lin, Jelena Misic, Vojislav B. Misic
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Function call graph
machine learning
malware classification
Portable Executable
statistical features
Online Access:https://ieeexplore.ieee.org/document/9023948/

Internet

https://ieeexplore.ieee.org/document/9023948/

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