Wuxin Tian

RI Graph Sampling: A Hybrid Graph Sampling Method for Large-Scale Botnet Detection

Large-scale botnet detection using graph neural networks (GNNs) often requires subgraph sampling to reduce computational and memory costs. However, conventional sampling strategies may fail to simultaneously preserve the global topology and local community structure of the original graph, resulting in structural inform...