LogLAA: an adaptive integrated log anomaly analysis framework

Abstract Modern systems generate massive amounts of logs during operation, which are the key foundation for anomaly log analysis. However, existing research typically breaks down log analysis into multiple isolated tasks, which lacks flexibility in complex application scenarios and requires signific...

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Hlavní autoři:	Yali Gao, Tianchao Luo, Kangqian Huang, Jialu Tang, Xiaoyong Li
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	SpringerOpen 2026-03-01
Edice:	Cybersecurity
Témata:	Log parsing Anomaly detection Anomaly log analysis
On-line přístup:	https://doi.org/10.1186/s42400-026-00573-8
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