Table 4 Evaluation of TCN and transformer integration.
From: Daily insider threat detection with hybrid TCN transformer architecture
method | Precision | Recall | AUC | F1_score |
|---|---|---|---|---|
TCN-user | 0.87 | 0.93 | 0.90 | 0.90 |
TCN- day | \(\times\) | \(\times\) | \(\times\) | \(\times\) |
Transformer-user | 0.89 | 0.53 | 0.73 | 0.67 |
Transformer- day | 0.49 | 0.50 | 0.57 | 0.49 |
Transformer+PE-user | 0.90 | 0.60 | 0.77 | 0.72 |
TCN+Transformer-day | 0.49 | 0.95 | 0.984 | 0.65 |
