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GANimation conditional attacks

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Nataniel Ruiz
2020-01-09 19:49:47 -04:00
parent 1c31db5884
commit cd6397bc60
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())
@@ -434,11 +434,11 @@ class Solver(Utils):
targets_au = targets[target_idx, :].unsqueeze(0).cuda()
# Normal Attack
x_adv, perturb = pgd_attack.perturb(image_to_animate, black, targets_au)
# x_adv, perturb = pgd_attack.perturb(image_to_animate, black, targets_au)
# 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