Anomaly Detection on ATLAS
81.5AUC-ROCAuto-Prov
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Auto-ProvDetector=MAGIC, Attack=MAD2026.03 | 81.5 | 13.2 | 99.5 | |
| Auto-ProvDetector=MAGIC, Attack=SPAM2026.03 | 69.2 | 8 | 99.5 | |
| Auto-ProvDetector=Kairos, Attack=MAD2026.03 | 68.3 | 3.7 | 99.7 | |
| Auto-ProvDetector=MAGIC, Attack=Avg.2026.03 | 66.8 | 12 | — | |
| Auto-ProvDetector=MAGIC, Attack=PONY2026.03 | 64 | 20.2 | 99.5 | |
| Auto-ProvDetector=Kairos, Attack=Avg.2026.03 | 63.4 | 2.1 | — | |
| Auto-ProvDetector=Kairos, Attack=SPAM2026.03 | 62.5 | 1 | 99.7 | |
| Auto-ProvDetector=Kairos, Attack=PONY2026.03 | 62.2 | 3.1 | 99.7 | |
| Auto-ProvDetector=Kairos, Attack=WEB2026.03 | 60.6 | 0.9 | 99.7 | |
| Auto-ProvDetector=MAGIC, Attack=WEB2026.03 | 52.6 | 6.7 | 99.5 | |
| (β)Detector=Kairos, Attack=SPAM2026.03 | 50.4 | 0.8 | 99.7 | |
| (β)Detector=MAGIC, Attack=SPAM2026.03 | 50.3 | 4.4 | 38.5 | |
| (β)Detector=MAGIC, Attack=MAD2026.03 | 50 | 4.6 | 38.5 | |
| (β)Detector=MAGIC, Attack=Avg.2026.03 | 50 | 7 | — | |
| (β)Detector=Kairos, Attack=Avg.2026.03 | 49.9 | 1.5 | — | |
| (β)Detector=MAGIC, Attack=WEB2026.03 | 49.9 | 5.2 | 38.5 | |
| (β)Detector=Kairos, Attack=MAD2026.03 | 49.8 | 2.4 | 99.7 | |
| (β)Detector=Kairos, Attack=PONY2026.03 | 49.8 | 2.4 | 99.7 | |
| (β)Detector=Kairos, Attack=WEB2026.03 | 49.8 | 0.7 | 99.7 | |
| (β)Detector=MAGIC, Attack=PONY2026.03 | 49.8 | 13.8 | 38.5 |