def test_images(art_warning, fix_get_mnist_subset,
image_dl_estimator_for_attack, framework, targeted):
try:
classifier = image_dl_estimator_for_attack(BoundaryAttack)
attack = BoundaryAttack(estimator=classifier,
targeted=targeted,
max_iter=20)
if targeted:
backend_targeted_images(attack, fix_get_mnist_subset)
else:
back_end_untargeted_images(attack, fix_get_mnist_subset, framework)
except ARTTestException as e:
art_warning(e)
def test_images(fix_get_mnist_subset, get_image_classifier_list_for_attack, framework, targeted):
classifier_list = get_image_classifier_list_for_attack(BoundaryAttack)
if classifier_list is None:
logging.warning("Couldn't perform this test because no classifier is defined")
return
for classifier in classifier_list:
attack = BoundaryAttack(estimator=classifier, targeted=targeted, max_iter=20)
if targeted:
backend_targeted_images(attack, fix_get_mnist_subset)
else:
back_end_untargeted_images(attack, fix_get_mnist_subset, framework)