Research Article

From Spatial to Spectral Domain, a New Perspective for Detecting Adversarial Examples

Table 3

The detecting results of the different frequency band ACC/AUC (%) in DeepFool, using CIFAR-10 and norm = 5.5.

From below to right1/42/43/44/4

0/448.9/50.449.6/50.553.1/53.061.1/64.2
1/450.2/50.4753.1/53.360.5/64.6
2/453.9/53.563.1/64.5
3/462.9/63.8