Malicious URL Detection

DataFunSummit

Jan 26, 2022 · Artificial Intelligence

Applying Graph Neural Networks for Early Fraud Warning and Malicious URL Detection

This article explains how Tencent's security data lab uses graph neural networks to build heterogeneous temporal graphs for early warning of water‑room fraud cards and to detect malicious URLs, detailing the data modeling, graph construction, attention‑based aggregation, model training, and evaluation results.