Contextual Weisfeiler-Lehman Graph Kernel For Malware Detection

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Narayanan, Annamalai; Meng, Guozhu; Yang, Liu; Liu, Jinliang; Chen, Lihui;
  • Subject: Computer Science - Learning | Computer Science - Cryptography and Security

In this paper, we propose a novel graph kernel specifically to address a challenging problem in the field of cyber-security, namely, malware detection. Previous research has revealed the following: (1) Graph representations of programs are ideally suited for malware det... View more
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