MalDMTP: A Multi-tier Pooling Method for Malware Detection based on Graph Classification
Liang Kou,
Cheng Qiu,
Meiyu Wang
et al.
Abstract:With the development and adoption of cloud platforms in various fields, malware attacks have become a serious threat to the Internet cloud ecosystem. However, the pooling process of existing graph classification techniques for malware variant detection uses only a serial and single strategy, resulting in localized malicious behaviors of malware that may be overlooked. In this paper, we propose MalDMTP, a malware detection framework based on multilevel graph classification learning, which implements the graph p… Show more
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