07ebba0b5978711bf60c9502766b1f3f6f62ce78,art/attacks/spatial_transformation_unittests.py,TestSpatialTransformation,test_ptclassifier,#TestSpatialTransformation#,148

Before Change

        // x_test_adv = x_test + up.v
        // self.assertFalse((x_test == x_test_adv).all())

        train_y_pred = np.argmax(ptc.predict(x_train_adv), axis=1)
        // test_y_pred = np.argmax(ptc.predict(x_test_adv), axis=1)
        // self.assertFalse((np.argmax(y_test, axis=1) == test_y_pred).all())
        self.assertFalse((np.argmax(y_train, axis=1) == train_y_pred).all())

After Change

        self.assertTrue(attack_st.attack_trans_y == -3)
        self.assertTrue(attack_st.attack_rot == 30.0)

        x_test_adv = attack_st.generate(x_test)

        self.assertTrue(abs(x_test_adv[0, 0, 14, 14] - 0.008591662) <= 0.01)

Instances