Kanumuri Naveen

Efficient Isolation Forest for Anomaly Detection in System Logs using Behavioral Feature Fusion

Detecting anomalies in system logs looks straightforward from the outside, yet logs are voluminous, the signalto-noise ratio is low, and standard Isolation Forest (IF) scores each entry in isolation, with no sense of whose entry it is; a user repeating one command in a loop stays invisible to it. This work addresses th...