Dynamic Malware Analysis Based on API Sequence Semantic Fusion

Dynamic Malware Analysis Based on API Sequence Semantic Fusion

The existing dynamic malware detection methods based on API call sequences ignore the semantic information of functions. Simply mapping API to numerical values does not reflect whether a function has performed a query or modification operation, whether it is related to network communication, the fil...

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Bibliographic Details
Main Authors: Sanfeng Zhang, Jiahao Wu, Mengzhe Zhang, Wang Yang
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Applied Sciences
Subjects:
malware
dynamic analysis
API call sequence
semantic feature
fusion
Online Access:https://www.mdpi.com/2076-3417/13/11/6526

Internet

https://www.mdpi.com/2076-3417/13/11/6526

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