Table 4 AUC scores (+/- one standard deviation) of the detection models on the datasets.
From: Specializing network analysis to detect anomalous insider actions
Dataset | SNAD-IDF | SNAD-Binary | Spectral-IDF | Spectral-Binary |
|---|---|---|---|---|
EHR | 0.83±0.03 | 0.79±0.03 | 0.69±0.06 | 0.74±0.05 |
Wiki | 0.91±0.02 | 0.85±0.02 | 0.76±0.04 | 0.64±0.04 |