MamaPearl
/

nula-cifar10-robust-v0

Image Classification

computer-vision

adversarial-robustness

Model card Files Files and versions

MamaPearl commited on Apr 2

Commit

290c8f1

·

verified ·

1 Parent(s): a2afcf6

Update augmentations.py

Files changed (1) hide show

augmentations.py +1 -4

augmentations.py CHANGED Viewed

@@ -29,10 +29,7 @@ def blur_decimate(x, blur):
     x_down = blur(x)
     return F.interpolate(x_down, size=(H,W), mode="bilinear", align_corners=False)
-def checkerboard_alias_attack(
-    x: pt.Tensor,
-    epsilon: float=0.5,
-):
     # injects high-frequency noise that mimics sampling artifacts
     _val_invars(x, epsilon=epsilon, type="attack")
     B, C, H, W = x.shape

     x_down = blur(x)
     return F.interpolate(x_down, size=(H,W), mode="bilinear", align_corners=False)
+def checkerboard_alias_attack(x, epsilon=0.5):
     # injects high-frequency noise that mimics sampling artifacts
     _val_invars(x, epsilon=epsilon, type="attack")
     B, C, H, W = x.shape