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Esraa Alomari

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Review Open access Sep 2026

From Machine Learning to LogBERT: A Survey of Web Log Anomaly Detection for APT and Botnet Threats

  Automated log analysis has become a cornerstone of cybersecurity operations, yet research on log-based anomaly detection remains scattered across different modalities, learning paradigms, and threat models. This survey brings together work on log anomaly detection-spanning signature-based and classical unsupervise...

Sajad Altmimi, Esraa Alomari · 0 citations

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