def test_classifier_type_check_fail(self, art_warning):
try:
backend_test_classifier_type_check_fail(
CarliniWagnerASR, [NeuralNetworkMixin, LossGradientsMixin, BaseEstimator, SpeechRecognizerMixin]
)
except ARTTestException as e:
art_warning(e)
def test_classifier_type_check_fail(art_warning):
try:
backend_test_classifier_type_check_fail(
OverTheAirFlickeringPyTorch,
[BaseEstimator, LossGradientsMixin, ClassifierMixin])
except ARTTestException as e:
art_warning(e)
def test_classifier_type_check_fail(art_warning):
try:
backend_test_classifier_type_check_fail(
AutoProjectedGradientDescent, [BaseEstimator, LossGradientsMixin, ClassifierMixin]
)
except ARTTestException as e:
art_warning(e)
def test_classifier_type_check_fail(art_warning):
try:
backend_test_classifier_type_check_fail(
RobustDPatch,
[BaseEstimator, LossGradientsMixin, ObjectDetectorMixin])
except ARTTestException as e:
art_warning(e)
def test_classifier_type_check_fail(art_warning):
try:
backend_test_classifier_type_check_fail(
FeatureAdversariesTensorFlowV2, [BaseEstimator, NeuralNetworkMixin], delta=1.0
)
except ARTTestException as e:
art_warning(e)
def test_classifier_type_check_fail(art_warning):
try:
backend_test_classifier_type_check_fail(
MembershipInferenceBlackBoxRuleBased,
[BaseEstimator, ClassifierMixin])
except ARTTestException as e:
art_warning(e)
def test_classifier_type_check_fail(art_warning):
try:
backend_test_classifier_type_check_fail(
AdversarialTexturePyTorch,
[BaseEstimator, LossGradientsMixin, ObjectTrackerMixin],
patch_height=2,
patch_width=2,
)
except ARTTestException as e:
art_warning(e)
def test_classifier_type_check_fail(art_warning, fix_make_dummy_model):
try:
param_dic = {"maxlen": 2**20, "input_dim": 257, "embedding_size": 8}
backend_test_classifier_type_check_fail(
MalwareGDTensorFlow,
[BaseEstimator, NeuralNetworkMixin, ClassifierMixin],
classifier=None,
param_dic=param_dic,
embedding_weights=fix_make_dummy_model[1],
)
except ARTTestException as e:
art_warning(e)
def test_classifier_type_check_fail():
backend_test_classifier_type_check_fail(AttributeInferenceBlackBox, (BaseEstimator, ClassifierMixin))
backend_test_classifier_type_check_fail(
AttributeInferenceWhiteBoxLifestyleDecisionTree, (ScikitlearnDecisionTreeClassifier,)
)
backend_test_classifier_type_check_fail(
AttributeInferenceWhiteBoxDecisionTree, (ScikitlearnDecisionTreeClassifier,)
)
def test_classifier_type_check_fail():
backend_test_classifier_type_check_fail(
ShadowAttack, [BaseEstimator, LossGradientsMixin, ClassifierMixin])
def test_1_classifier_type_check_fail(self):
backend_test_classifier_type_check_fail(
SpatialTransformation, [BaseEstimator, NeuralNetworkMixin])
def test_classifier_type_check_fail(self):
backend_test_classifier_type_check_fail(DecisionTreeAttack, [ScikitlearnDecisionTreeClassifier])
def test_classifier_type_check_fail(art_warning):
try:
backend_test_classifier_type_check_fail(FastGradientMethod, [LossGradientsMixin, BaseEstimator])
except ARTTestException as e:
art_warning(e)
def test_classifier_type_check_fail(self):
backend_test_classifier_type_check_fail(ElasticNet,
[ClassGradientsMixin])
def test_1_classifier_type_check_fail(self):
backend_test_classifier_type_check_fail(
PixelAttack, [BaseEstimator, NeuralNetworkMixin, ClassifierMixin])
def test_classifier_type_check_fail(self):
backend_test_classifier_type_check_fail(BasicIterativeMethod, [ClassifierGradients])
def test_classifier_type_check_fail():
backend_test_classifier_type_check_fail(
FastGradientMethod, [BaseEstimator, LossGradientsMixin])
def test_classifier_type_check_fail_LInf(self):
backend_test_classifier_type_check_fail(
CarliniLInfMethod, [BaseEstimator, ClassGradientsMixin])
def test_classifier_type_check_fail(self):
backend_test_classifier_type_check_fail(ProjectedGradientDescent,
[ClassifierGradients])
def test_1_classifier_type_check_fail(self):
backend_test_classifier_type_check_fail(
HopSkipJump, [BaseEstimator, ClassifierMixin])
def test_1_classifier_type_check_fail(self):
backend_test_classifier_type_check_fail(
ElasticNet, [BaseEstimator, ClassGradientsMixin])
def test_classifier_type_check_fail():
backend_test_classifier_type_check_fail(SquareAttack,
[BaseEstimator, ClassifierMixin])
def test_1_classifier_type_check_fail(self):
backend_test_classifier_type_check_fail(
VirtualAdversarialMethod, [BaseEstimator, ClassifierMixin])
def test_classifier_type_check_fail(self):
backend_test_classifier_type_check_fail(
FunctionallyEquivalentExtraction,
[BaseEstimator, NeuralNetworkMixin, ClassifierMixin])
def test_classifier_type_check_fail():
backend_test_classifier_type_check_fail(AttributeInferenceBlackBox, (BaseEstimator, ClassifierMixin))
def test_classifier_type_check_fail(art_warning):
try:
backend_test_classifier_type_check_fail(AutoAttack, [BaseEstimator, ClassifierMixin])
except ARTTestException as e:
art_warning(e)
def test_classifier_type_check_fail(art_warning):
try:
backend_test_classifier_type_check_fail(
LabelOnlyDecisionBoundary, [BaseEstimator, ClassifierMixin])
except ARTTestException as e:
art_warning(e)
def test_classifier_type_check_fail():
backend_test_classifier_type_check_fail(
DPatch, [BaseEstimator, LossGradientsMixin, ObjectDetectorMixin])
def test_classifier_type_check_fail(art_warning):
try:
backend_test_classifier_type_check_fail(
FeatureAdversariesNumpy, [BaseEstimator, NeuralNetworkMixin])
except ARTTestException as e:
art_warning(e)
def test_1_classifier_type_check_fail(self):
backend_test_classifier_type_check_fail(
KnockoffNets, [BaseEstimator, ClassifierMixin])
