WebGuard++ combines multi-scale URL embeddings with subgraph-partitioned HTML graphs and bidirectional cross-attention, claiming large TPR gains over prior URL/HTML models at fixed low FPR.
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WebGuard++:Interpretable Malicious URL Detection via Bidirectional Fusion of HTML Subgraphs and Multi-Scale Convolutional BERT
WebGuard++ combines multi-scale URL embeddings with subgraph-partitioned HTML graphs and bidirectional cross-attention, claiming large TPR gains over prior URL/HTML models at fixed low FPR.