Thursday, June 20th, 2024: 2:00 - 3:00 PM
VoBERT: Unstable Log Sequence Anomaly Detection: Introducing Vocabulary-free Bert (June 20th)
Security Operations Centres (SOC) are overwhelmed by false positives due to the rapid growth in data volumes and the inability of current analytics models to adapt to evolutionary changes in logs, i.e., unstable log data, creating a need for more efficient solutions. Thus, we introduce VoBERT, an innovative sequence anomaly detection method.
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