A Graph Representation Learning Algorithm for Approximate Local Symmetry Feature Extraction to Enhance Malicious Device Detection Preprocessing
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DOI: 10.1109/access.2022.3175581
Abstract: Existing malicious device detection preprocessing ignores the topological similarity of node neighborhood structures in the network. According to the structural equivalence hypothesis, devices with approximately local symmetry in the device-account graph have similar topological embeddings… read more here.
Keywords: device; local symmetry; device detection; malicious device ... See more keywords