HyperLAC: Hypergraph-based Large-scale Alert Classification with spatial-temporal context enhancement

•We propose HyperLAC, a hypergraph-based large-scale alerts classification with spatialtemporal context enhancement.•We introduce AIHC, an efficient hypergraph clustering algorithm for security event extraction.•We demonstrate a feature-centric approach enables lightweight models to achieve state of...

Full description

Bibliographic Details

Published in:	Knowledge-based systems Vol. 330; p. 114712
Main Authors:	Zhang, Shilong, Luo, Zian, Ren, Zehua, Zhu, Yumeng, Zhang, Haichuan, Liu, Yang
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 25.11.2025
Subjects:	Alert classification Alert correlation Hypergraph clustering Spatial-temporal context Hypergraph clustering Alert classification Spatial-temporal context Alert correlation
ISSN:	0950-7051
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!