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GANimation conditional attacks

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This commit is contained in:
Nataniel Ruiz
2020-01-10 12:53:09 -04:00
parent cd6397bc60
commit 98f65c02e9
1 changed files with 4 additions and 4 deletions
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ganimation/solver.py
+4 -4
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@@ -416,14 +416,14 @@ class Solver(Utils):
for target_idx in range(targets.size(0)):
# Transfer to different classes
if target_idx == 0:
# if target_idx == 0:
# img = regular_image_transform(Image.open(images_to_animate_path[idx])).unsqueeze(0).cuda()
# Wrong Class
# x_adv, perturb = pgd_attack.perturb(image_to_animate, black, targets[0, :].unsqueeze(0).cuda())
# Joint Class Conditional
x_adv, perturb = pgd_attack.perturb_joint_class(image_to_animate, black, targets[:, :].cuda())
# x_adv, perturb = pgd_attack.perturb_joint_class(image_to_animate, black, targets[:, :].cuda())
# Iterative Class Conditional
# x_adv, perturb = pgd_attack.perturb_iter_class(image_to_animate, black, targets[:, :].cuda())
@@ -438,10 +438,10 @@ class Solver(Utils):
# x_adv, perturb = x_advs[target_idx]
x_adv = image_to_animate + perturb
# x_adv = image_to_animate + perturb
# No Attack
# x_adv = image_to_animate
x_adv = image_to_animate
# print(image_to_animate.shape, x_adv.shape)