Backdoor Attack on Dataset Condensation on STL10
72.4CTASIMPLE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SIMPLEAttack Type=SIMPLE, Condensation Method=IDM, Backbone=AlexNetBN2026.03 | 72.4 | 10.2 | |
| SNEAKDOORAttack Type=SNEAKDOOR, Condensation Method=IDM, Backbone=AlexNetBN2026.03 | 72.3 | 98.6 | |
| RELAXAttack Type=RELAX, Condensation Method=IDM, Backbone=AlexNetBN2026.03 | 71.9 | 66.8 | |
| SNEAKDOORAttack Type=SNEAKDOOR, Condensation Method=DAM, Backbone=AlexNetBN2026.03 | 58.4 | 96.2 | |
| SIMPLEAttack Type=SIMPLE, Condensation Method=DAM, Backbone=AlexNetBN2026.03 | 56.8 | 9.8 | |
| RELAXAttack Type=RELAX, Condensation Method=DAM, Backbone=AlexNetBN2026.03 | 56.6 | 87.2 | |
| SNEAKDOORAttack Type=SNEAKDOOR, Condensation Method=DM, Backbone=AlexNetBN2026.03 | 56.2 | 99.3 | |
| RELAXAttack Type=RELAX, Condensation Method=DM, Backbone=AlexNetBN2026.03 | 55 | 70.6 | |
| SIMPLEAttack Type=SIMPLE, Condensation Method=DM, Backbone=AlexNetBN2026.03 | 54.4 | 9.2 | |
| SNEAKDOORAttack Type=SNEAKDOOR, Condensation Method=DC, Backbone=AlexNetBN2026.03 | 15.5 | 0.3 | |
| RELAXAttack Type=RELAX, Condensation Method=DC, Backbone=AlexNetBN2026.03 | 14.4 | 57.4 | |
| SIMPLEAttack Type=SIMPLE, Condensation Method=DC, Backbone=AlexNetBN2026.03 | 12.1 | 11.7 |