Adversarial Detection on CIFAR-10 (test)
1Test PowerVD
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| VDAttack=AA, epsilon=22026.06 | 1 | — | — | — | — | — | |
| USADAttack=AA, epsilon=22026.06 | 1 | — | — | — | — | — | |
| VDAttack=AA, epsilon=32026.06 | 1 | — | — | — | — | — | |
| USADAttack=AA, epsilon=32026.06 | 1 | — | — | — | — | — | |
| PCDAttack=AA, epsilon=42026.06 | 1 | — | — | — | — | — | |
| VDAttack=AA, epsilon=42026.06 | 1 | — | — | — | — | — | |
| USADAttack=AA, epsilon=42026.06 | 1 | — | — | — | — | — | |
| PCDAttack=AA, epsilon=52026.06 | 1 | — | — | — | — | — | |
| VDAttack=AA, epsilon=52026.06 | 1 | — | — | — | — | — | |
| USADAttack=AA, epsilon=52026.06 | 1 | — | — | — | — | — | |
| PCDAttack=AA, epsilon=62026.06 | 1 | — | — | — | — | — | |
| VDAttack=AA, epsilon=62026.06 | 1 | — | — | — | — | — | |
| USADAttack=AA, epsilon=62026.06 | 1 | — | — | — | — | — | |
| SAMMDAttack=AA, epsilon=72026.06 | 1 | — | — | — | — | — | |
| PCDAttack=AA, epsilon=72026.06 | 1 | — | — | — | — | — | |
| VDAttack=AA, epsilon=72026.06 | 1 | — | — | — | — | — | |
| USADAttack=AA, epsilon=72026.06 | 1 | — | — | — | — | — | |
| SAMMDAttack=AA, epsilon=82026.06 | 1 | — | — | — | — | — | |
| PCDAttack=AA, epsilon=82026.06 | 1 | — | — | — | — | — | |
| VDAttack=AA, epsilon=82026.06 | 1 | — | — | — | — | — | |
| USADAttack=AA, epsilon=82026.06 | 1 | — | — | — | — | — | |
| VDAttack=BIM, epsilon=32026.06 | 1 | — | — | — | — | — | |
| USADAttack=BIM, epsilon=32026.06 | 1 | — | — | — | — | — | |
| VDAttack=BIM, epsilon=42026.06 | 1 | — | — | — | — | — | |
| USADAttack=BIM, epsilon=42026.06 | 1 | — | — | — | — | — | |
| PCDAttack=BIM, epsilon=52026.06 | 1 | — | — | — | — | — | |
| VDAttack=BIM, epsilon=52026.06 | 1 | — | — | — | — | — | |
| USADAttack=BIM, epsilon=52026.06 | 1 | — | — | — | — | — | |
| PCDAttack=BIM, epsilon=62026.06 | 1 | — | — | — | — | — | |
| VDAttack=BIM, epsilon=62026.06 | 1 | — | — | — | — | — | |
| USADAttack=BIM, epsilon=62026.06 | 1 | — | — | — | — | — | |
| PCDAttack=BIM, epsilon=72026.06 | 1 | — | — | — | — | — | |
| VDAttack=BIM, epsilon=72026.06 | 1 | — | — | — | — | — | |
| USADAttack=BIM, epsilon=72026.06 | 1 | — | — | — | — | — | |
| PCDAttack=BIM, epsilon=82026.06 | 1 | — | — | — | — | — | |
| VDAttack=BIM, epsilon=82026.06 | 1 | — | — | — | — | — | |
| USADAttack=BIM, epsilon=82026.06 | 1 | — | — | — | — | — | |
| VDAttack=CW, epsilon=32026.06 | 1 | — | — | — | — | — | |
| USADAttack=CW, epsilon=32026.06 | 1 | — | — | — | — | — | |
| PCDAttack=CW, epsilon=42026.06 | 1 | — | — | — | — | — | |
| VDAttack=CW, epsilon=42026.06 | 1 | — | — | — | — | — | |
| USADAttack=CW, epsilon=42026.06 | 1 | — | — | — | — | — | |
| VDAttack=CW, epsilon=52026.06 | 1 | — | — | — | — | — | |
| USADAttack=CW, epsilon=52026.06 | 1 | — | — | — | — | — | |
| PCDAttack=CW, epsilon=62026.06 | 1 | — | — | — | — | — | |
| VDAttack=CW, epsilon=62026.06 | 1 | — | — | — | — | — | |
| USADAttack=CW, epsilon=62026.06 | 1 | — | — | — | — | — | |
| PCDAttack=CW, epsilon=72026.06 | 1 | — | — | — | — | — | |
| VDAttack=CW, epsilon=72026.06 | 1 | — | — | — | — | — | |
| USADAttack=CW, epsilon=72026.06 | 1 | — | — | — | — | — | |
| PCDAttack=CW, epsilon=82026.06 | 1 | — | — | — | — | — | |
| VDAttack=CW, epsilon=82026.06 | 1 | — | — | — | — | — | |
| USADAttack=CW, epsilon=82026.06 | 1 | — | — | — | — | — | |
| PCDAttack=FGSM, epsilon=52026.06 | 1 | — | — | — | — | — | |
| USADAttack=FGSM, epsilon=52026.06 | 1 | — | — | — | — | — | |
| PCDAttack=FGSM, epsilon=62026.06 | 1 | — | — | — | — | — | |
| USADAttack=FGSM, epsilon=62026.06 | 1 | — | — | — | — | — | |
| PCDAttack=FGSM, epsilon=72026.06 | 1 | — | — | — | — | — | |
| USADAttack=FGSM, epsilon=72026.06 | 1 | — | — | — | — | — | |
| SAMMDAttack=FGSM, epsilon=82026.06 | 1 | — | — | — | — | — | |
| PCDAttack=FGSM, epsilon=82026.06 | 1 | — | — | — | — | — | |
| VDAttack=FGSM, epsilon=82026.06 | 1 | — | — | — | — | — | |
| USADAttack=FGSM, epsilon=82026.06 | 1 | — | — | — | — | — | |
| VDAttack=PGD, epsilon=32026.06 | 1 | — | — | — | — | — | |
| USADAttack=PGD, epsilon=32026.06 | 1 | — | — | — | — | — | |
| PCDAttack=PGD, epsilon=42026.06 | 1 | — | — | — | — | — | |
| VDAttack=PGD, epsilon=42026.06 | 1 | — | — | — | — | — | |
| USADAttack=PGD, epsilon=42026.06 | 1 | — | — | — | — | — | |
| PCDAttack=PGD, epsilon=52026.06 | 1 | — | — | — | — | — | |
| VDAttack=PGD, epsilon=52026.06 | 1 | — | — | — | — | — | |
| USADAttack=PGD, epsilon=52026.06 | 1 | — | — | — | — | — | |
| PCDAttack=PGD, epsilon=62026.06 | 1 | — | — | — | — | — | |
| VDAttack=PGD, epsilon=62026.06 | 1 | — | — | — | — | — | |
| USADAttack=PGD, epsilon=62026.06 | 1 | — | — | — | — | — | |
| PCDAttack=PGD, epsilon=72026.06 | 1 | — | — | — | — | — | |
| VDAttack=PGD, epsilon=72026.06 | 1 | — | — | — | — | — | |
| USADAttack=PGD, epsilon=72026.06 | 1 | — | — | — | — | — | |
| PCDAttack=PGD, epsilon=82026.06 | 1 | — | — | — | — | — | |
| VDAttack=PGD, epsilon=82026.06 | 1 | — | — | — | — | — | |
| USADAttack=PGD, epsilon=82026.06 | 1 | — | — | — | — | — | |
| VDAttack=FGSM, epsilon=72026.06 | 0.999 | — | — | — | — | — | |
| SAMMDAttack=AA, epsilon=52026.06 | 0.998 | — | — | — | — | — | |
| VDAttack=FGSM, epsilon=62026.06 | 0.998 | — | — | — | — | — | |
| PCDAttack=AA, epsilon=32026.06 | 0.997 | — | — | — | — | — | |
| SAMMDAttack=FGSM, epsilon=72026.06 | 0.997 | — | — | — | — | — | |
| SAMMDAttack=AA, epsilon=62026.06 | 0.996 | — | — | — | — | — | |
| PCDAttack=CW, epsilon=52026.06 | 0.994 | — | — | — | — | — | |
| VDAttack=FGSM, epsilon=52026.06 | 0.992 | — | — | — | — | — | |
| USADAttack=FGSM, epsilon=42026.06 | 0.987 | — | — | — | — | — | |
| SAMMDAttack=AA, epsilon=42026.06 | 0.986 | — | — | — | — | — | |
| SAMMDAttack=PGD, epsilon=82026.06 | 0.986 | — | — | — | — | — | |
| USADAttack=BIM, epsilon=22026.06 | 0.985 | — | — | — | — | — | |
| VDAttack=BIM, epsilon=22026.06 | 0.984 | — | — | — | — | — | |
| SAMMDAttack=BIM, epsilon=82026.06 | 0.98 | — | — | — | — | — | |
| SAMMDAttack=BIM, epsilon=72026.06 | 0.973 | — | — | — | — | — | |
| PCDAttack=BIM, epsilon=42026.06 | 0.971 | — | — | — | — | — | |
| SAMMDAttack=FGSM, epsilon=62026.06 | 0.971 | — | — | — | — | — | |
| SAMMDAttack=PGD, epsilon=72026.06 | 0.971 | — | — | — | — | — | |
| PCDAttack=FGSM, epsilon=42026.06 | 0.95 | — | — | — | — | — | |
| SAMMDAttack=CW, epsilon=82026.06 | 0.948 | — | — | — | — | — |