Malicious Traffic Classification on Malicious Traffic Dataset OOD Unseen
0.95Specificity (TNR)Latent Sculpting (Stage 1)
Evaluation results
| Method | Links | |
|---|---|---|
| Latent Sculpting (Stage 1)Method Stage=Stage 1 (Encoder Only), Evaluation Protocol=Strictly balanced 1:1 test set2025.12 | 0.95 | |
| Latent Sculpting (Two-Stage)Sensitivity Threshold (P)=P99, Evaluation Protocol=Strictly balanced 1:1 test set2025.12 | 0.94 | |
| Latent Sculpting (Two-Stage)Sensitivity Threshold (P)=P97, Evaluation Protocol=Strictly balanced 1:1 test set2025.12 | 0.92 | |
| Latent Sculpting (Two-Stage)Sensitivity Threshold (P)=P95, Evaluation Protocol=Strictly balanced 1:1 test set2025.12 | 0.9 |