Multi-feature fusion malware detection method based on attention and gating mechanisms

Multi-feature fusion malware detection method based on attention and gating mechanisms

With the rapid development of network technology, the number and variety of malware have been increasing, posing a significant challenge in the field of network security.However, existing single-feature malware detection methods have proven inadequate in representing sample information effectively.M...

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Bibliographic Details
Main Authors: Zhongyuan CHEN, Jianbiao ZHANG
Format: Article
Language:English
Published: POSTS&TELECOM PRESS Co., LTD 2024-02-01
Series:网络与信息安全学报
Subjects:
malware detection
deep learning
feature fusion
multimodal learning
static analysis
Online Access:http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2024002
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