Tag
SilIF augments Isolation Forest with a silhouette-based scoring layer on per-tree path length fingerprints, improving unsupervised transaction fraud detection on the IEEE-CIS benchmark by +0.0080 AUC-PR on average.
guardd is an open-source Linux endpoint detection tool that uses eBPF events and Isolation Forest to spot anomalous process/network behavior in 60-second windows, but struggles with browser-related false positives.