298178ce60c17dce5044964e2221461b94f499a4,tests/attacks/inference/test_membership_inference.py,,test_black_box_image,#Any#Any#,91

Before Change

        logging.warning("Couldn"t perform this test because no classifier is defined")
        return

    (x_train, y_train), (x_test, y_test) = get_default_mnist_subset
    attack_train_size = int(len(x_train) * attack_train_ratio)
    attack_test_size = int(len(x_test) * attack_train_ratio)

After Change

    for classifier in classifier_list:
        attack = MembershipInferenceBlackBox(classifier)
        backend_check_membership_accuracy(attack, get_default_mnist_subset, attack_train_ratio, 0.03)


@pytest.mark.parametrize("model_type", ["nn", "rf", "gb"])
def test_black_box_tabular(model_type, get_tabular_classifier_list, get_iris_dataset):

Instances