Remove TensorFlow Privacy Python lint as directive.
This is now the default behavior. PiperOrigin-RevId: 424403961
This commit is contained in:
Michael Reneer
A. Unique TensorFlower
parent
b309916927
commit
28dbbbb9e5
34 changed files with 16 additions and 76 deletions
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@ -1,4 +1,3 @@
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# Lint as: python3
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# Copyright 2021 Google LLC. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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@ -18,15 +17,13 @@ import os
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from absl import app
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from absl import flags
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import tensorflow as tf
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from tensorflow_docs.api_generator import doc_controls
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from tensorflow_docs.api_generator import generate_lib
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from tensorflow_docs.api_generator import public_api
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import tensorflow_privacy as tf_privacy
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flags.DEFINE_string('output_dir', '/tmp/tf_privacy',
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'Where to output the docs.')
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flags.DEFINE_string(
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@ -11,8 +11,6 @@
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Moved to privacy_attack/membership_inference_attack."""
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import * # pylint: disable=wildcard-import
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@ -11,8 +11,6 @@
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Moved to privacy_attack/membership_inference_attack."""
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.dataset_slicing import * # pylint: disable=wildcard-import
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@ -11,8 +11,6 @@
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Moved to privacy_attack/membership_inference_attack."""
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.keras_evaluation import * # pylint: disable=wildcard-import
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@ -11,8 +11,6 @@
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Moved to privacy_attack/membership_inference_attack."""
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.membership_inference_attack import * # pylint: disable=wildcard-import
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@ -11,8 +11,6 @@
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Moved to privacy_attack/membership_inference_attack."""
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.models import * # pylint: disable=wildcard-import
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@ -11,8 +11,6 @@
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Moved to privacy_attack/membership_inference_attack."""
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.plotting import * # pylint: disable=wildcard-import
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Moved to privacy_attack/membership_inference_attack."""
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.plotting import * # pylint: disable=wildcard-import
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Moved to privacy_attack/membership_inference_attack."""
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.seq2seq_mia import * # pylint: disable=wildcard-import
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Moved to privacy_attack/membership_inference_attack."""
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.tf_estimator_evaluation import * # pylint: disable=wildcard-import
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""An example for the membership inference attacks.
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This is using a toy model based on classifying four spacial clusters of data.
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"""
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import os
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import tempfile
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@ -28,6 +27,7 @@ from sklearn import metrics
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from tensorflow import keras
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from tensorflow.keras import layers
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from tensorflow.keras.utils import to_categorical
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack import membership_inference_attack as mia
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackInputData
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Data structures representing attack inputs, configuration, outputs."""
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import collections
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import dataclasses
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import enum
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Tests for tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures."""
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import os
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import tempfile
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from absl.testing import absltest
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from absl.testing import parameterized
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import numpy as np
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import pandas as pd
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import _log_value
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackInputData
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackResults
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Specifying and creating AttackInputData slices."""
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import collections
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@ -20,6 +18,7 @@ import copy
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from typing import List
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import numpy as np
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackInputData
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import SingleSliceSpec
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import SlicingFeature
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Tests for tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.dataset_slicing."""
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from absl.testing import absltest
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import numpy as np
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@ -11,14 +11,12 @@
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""A callback and a function in keras for membership inference attack."""
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import os
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from typing import Iterable
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from absl import logging
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from absl import logging
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import tensorflow as tf
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack import membership_inference_attack as mia
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""An example for using keras_evaluation."""
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from absl import app
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from absl import flags
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import numpy as np
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import tensorflow as tf
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackType
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import get_flattened_attack_metrics
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import SlicingSpec
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Tests for tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.keras_evaluation."""
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from absl.testing import absltest
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import numpy as np
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Code that runs membership inference attacks based on the model outputs.
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This file belongs to the new API for membership inference attacks. This file
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@ -20,6 +18,7 @@ will be renamed to membership_inference_attack.py after the old API is removed.
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"""
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from typing import Iterable
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import numpy as np
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from sklearn import metrics
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Tests for tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.utils."""
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from absl.testing import absltest
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import numpy as np
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Trained models for membership inference attacks."""
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import dataclasses
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Tests for tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures."""
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from absl.testing import absltest
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import numpy as np
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Plotting functionality for membership inference attack analysis.
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Functions to plot ROC curves and histograms as well as functionality to store
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Plotting code for ML Privacy Reports."""
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from typing import Iterable
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import matplotlib.pyplot as plt
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import pandas as pd
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Tests for tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.privacy_report."""
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from absl.testing import absltest
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import numpy as np
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack import privacy_report
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackResults
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackResultsCollection
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackType
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Code for membership inference attacks on seq2seq models.
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Contains seq2seq specific logic for attack data structures, attack data
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generation,
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and the logistic regression membership inference attack.
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"""
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import dataclasses
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from typing import Iterator, List
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Tests for tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.seq2seq_mia."""
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from absl.testing import absltest
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import numpy as np
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""A hook and a function in tf estimator for membership inference attack."""
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import os
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from typing import Iterable
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from absl import logging
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import numpy as np
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import tensorflow.compat.v1 as tf
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack import membership_inference_attack as mia
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackInputData
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackType
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""An example for using tf_estimator_evaluation."""
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from absl import app
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from absl import flags
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from absl import logging
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import numpy as np
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import tensorflow.compat.v1 as tf
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackType
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import get_flattened_attack_metrics
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import SlicingSpec
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@ -12,9 +12,6 @@
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Tests for tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.tf_estimator_evaluation."""
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from absl.testing import absltest
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import numpy as np
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Utility functions for membership inference attacks."""
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import numpy as np
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Utility functions for writing attack results to tensorboard."""
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from typing import List
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from typing import Union
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Tests for tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.utils."""
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from absl.testing import absltest
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import numpy as np
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from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack import utils
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""Tests for tensorflow_privacy.privacy.secret_sharer.exposures."""
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from absl.testing import absltest
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import numpy as np
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from scipy.stats import skewnorm
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