AlertStar achieves superior performance on hyper-relational alert prediction by fusing qualifier context and structural paths in embedding space, outperforming global propagation methods on Warden and UNSW-NB15 benchmarks.
DeepAG: Attack Graph Construction and Threats Prediction With Bi-Directional Deep Learning
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AlertStar: Path-Aware Alert Prediction on Hyper-Relational Knowledge Graphs
AlertStar achieves superior performance on hyper-relational alert prediction by fusing qualifier context and structural paths in embedding space, outperforming global propagation methods on Warden and UNSW-NB15 benchmarks.