Image Classification on FMNIST (CTA and ASR Metrics)
85.8CTA ScoreIDM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IDMAttack Setting=NAIVE, Condensation Network=AlexNetBN2026.03 | 85.8 | 11.3 | |
| DMAttack Setting=NAIVE, Condensation Network=AlexNetBN2026.03 | 84.4 | 9 | |
| IDMAttack Setting=SNEAKDOOR, Condensation Network=AlexNetBN2026.03 | 84.4 | 97.8 | |
| DAMAttack Setting=SNEAKDOOR, Condensation Network=AlexNetBN2026.03 | 83.1 | 100 | |
| DMAttack Setting=SNEAKDOOR, Condensation Network=AlexNetBN2026.03 | 82.2 | 100 | |
| DAMAttack Setting=NAIVE, Condensation Network=AlexNetBN2026.03 | 82.1 | 10 | |
| DAMAttack Setting=DOORPING, Condensation Network=AlexNetBN2026.03 | 75.8 | 100 | |
| IDMAttack Setting=DOORPING, Condensation Network=AlexNetBN2026.03 | 73.6 | 100 | |
| DMAttack Setting=DOORPING, Condensation Network=AlexNetBN2026.03 | 63.6 | 100 | |
| DCAttack Setting=DOORPING, Condensation Network=AlexNetBN2026.03 | 51.6 | 100 | |
| DCAttack Setting=SNEAKDOOR, Condensation Network=AlexNetBN2026.03 | 28.7 | 0 | |
| DCAttack Setting=NAIVE, Condensation Network=AlexNetBN2026.03 | 17.2 | 32 |