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MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection.
Xiang Ling
Lingfei Wu
Wei Deng
Zhenqing Qu
Jiangyu Zhang
Sheng Zhang
Tengfei Ma
Bin Wang
Chunming Wu
Shouling Ji
Published in:
INFOCOM (2022)
Keyphrases
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malware detection
neural network
pattern recognition
graph theory
anomaly detection
malicious executables
random walk
fuzzy logic
artificial neural networks
back propagation
multi layer
data processing
graph structure
directed graph
pairwise
high level
application programming interface
genetic algorithm