MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection
Author:
Affiliation:
1. Chinese Academy of Sciences,Institute of Software
2. JD.COM Silicon Valley Research Center
3. Zhejiang University
4. IBM Research
5. Hangzhou Hikvision Digital Technology Co., Ltd.
Funder
National Natural Science Foundation of China
Science and Technology Development Fund
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9796607/9796652/09796786.pdf?arnumber=9796786
Reference61 articles.
1. PEiD: PE iDentifier,2020
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3. Deceiving end-to-end deep learning malware detectors using adversarial examples;kreuk;arXiv 1802 04528,2018
4. Detection of malicious pdf files based on hierarchical document structure;laskov;NDSS,2013
5. Novel active learning methods for enhanced PC malware detection in windows OS
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