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...