ruby/tensorflow_privacy
1
0
Fork 0
forked from 626_privacy/tensorflow_privacy
Code Pull requests Activity

Remove TensorFlow Privacy Python lint as directive.

Browse source 
This is now the default behavior.

PiperOrigin-RevId: 424403961
This commit is contained in:
Michael Reneer 2022-01-26 11:45:47 -08:00 committed by A. Unique TensorFlower
parent b309916927
commit 28dbbbb9e5
34 changed files with 16 additions and 76 deletions
Show stats Download patch file Download diff file Expand all files Collapse all files

5
g3doc/build_docs.py
View file

@ -1,4 +1,3 @@
# Lint as: python3
# Copyright 2021 Google LLC. All Rights Reserved. # Copyright 2021 Google LLC. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
@ -18,15 +17,13 @@ import os
from absl import app from absl import app
from absl import flags from absl import flags
import tensorflow as tf import tensorflow as tf
from tensorflow_docs.api_generator import doc_controls from tensorflow_docs.api_generator import doc_controls
from tensorflow_docs.api_generator import generate_lib from tensorflow_docs.api_generator import generate_lib
from tensorflow_docs.api_generator import public_api from tensorflow_docs.api_generator import public_api
import tensorflow_privacy as tf_privacy import tensorflow_privacy as tf_privacy
flags.DEFINE_string('output_dir', '/tmp/tf_privacy', flags.DEFINE_string('output_dir', '/tmp/tf_privacy',
'Where to output the docs.') 'Where to output the docs.')
flags.DEFINE_string( flags.DEFINE_string(

2
tensorflow_privacy/privacy/membership_inference_attack/data_structures.py
View file

@ -11,8 +11,6 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Moved to privacy_attack/membership_inference_attack.""" """Moved to privacy_attack/membership_inference_attack."""
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import * # pylint: disable=wildcard-import from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import * # pylint: disable=wildcard-import

2
tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py
View file

@ -11,8 +11,6 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Moved to privacy_attack/membership_inference_attack.""" """Moved to privacy_attack/membership_inference_attack."""
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.dataset_slicing import * # pylint: disable=wildcard-import from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.dataset_slicing import * # pylint: disable=wildcard-import

2
tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py
View file

@ -11,8 +11,6 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Moved to privacy_attack/membership_inference_attack.""" """Moved to privacy_attack/membership_inference_attack."""
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.keras_evaluation import * # pylint: disable=wildcard-import from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.keras_evaluation import * # pylint: disable=wildcard-import

2
tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py
View file

@ -11,8 +11,6 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Moved to privacy_attack/membership_inference_attack.""" """Moved to privacy_attack/membership_inference_attack."""
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.membership_inference_attack import * # pylint: disable=wildcard-import from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.membership_inference_attack import * # pylint: disable=wildcard-import

2
tensorflow_privacy/privacy/membership_inference_attack/models.py
View file

@ -11,8 +11,6 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Moved to privacy_attack/membership_inference_attack.""" """Moved to privacy_attack/membership_inference_attack."""
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.models import * # pylint: disable=wildcard-import from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.models import * # pylint: disable=wildcard-import

2
tensorflow_privacy/privacy/membership_inference_attack/plotting.py
View file

@ -11,8 +11,6 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Moved to privacy_attack/membership_inference_attack.""" """Moved to privacy_attack/membership_inference_attack."""
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.plotting import * # pylint: disable=wildcard-import from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.plotting import * # pylint: disable=wildcard-import

2
tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py
View file

@ -11,8 +11,6 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Moved to privacy_attack/membership_inference_attack.""" """Moved to privacy_attack/membership_inference_attack."""
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.plotting import * # pylint: disable=wildcard-import from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.plotting import * # pylint: disable=wildcard-import

2
tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py
View file

@ -11,8 +11,6 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Moved to privacy_attack/membership_inference_attack.""" """Moved to privacy_attack/membership_inference_attack."""
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.seq2seq_mia import * # pylint: disable=wildcard-import from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.seq2seq_mia import * # pylint: disable=wildcard-import

2
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py
View file

@ -11,8 +11,6 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Moved to privacy_attack/membership_inference_attack.""" """Moved to privacy_attack/membership_inference_attack."""
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.tf_estimator_evaluation import * # pylint: disable=wildcard-import from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.tf_estimator_evaluation import * # pylint: disable=wildcard-import

4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py
View file

@ -11,12 +11,11 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""An example for the membership inference attacks. """An example for the membership inference attacks.
This is using a toy model based on classifying four spacial clusters of data. This is using a toy model based on classifying four spacial clusters of data.
""" """
import os import os
import tempfile import tempfile
@ -28,6 +27,7 @@ from sklearn import metrics
from tensorflow import keras from tensorflow import keras
from tensorflow.keras import layers from tensorflow.keras import layers
from tensorflow.keras.utils import to_categorical from tensorflow.keras.utils import to_categorical
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack import membership_inference_attack as mia from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack import membership_inference_attack as mia
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackInputData from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackInputData

3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py
View file

@ -11,9 +11,8 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Data structures representing attack inputs, configuration, outputs.""" """Data structures representing attack inputs, configuration, outputs."""
import collections import collections
import dataclasses import dataclasses
import enum import enum

4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures_test.py
View file

@ -12,14 +12,14 @@
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Tests for tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures."""
import os import os
import tempfile import tempfile
from absl.testing import absltest from absl.testing import absltest
from absl.testing import parameterized from absl.testing import parameterized
import numpy as np import numpy as np
import pandas as pd import pandas as pd
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import _log_value from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import _log_value
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackInputData from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackInputData
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackResults from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackResults

3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py
View file

@ -11,8 +11,6 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Specifying and creating AttackInputData slices.""" """Specifying and creating AttackInputData slices."""
import collections import collections
@ -20,6 +18,7 @@ import copy
from typing import List from typing import List
import numpy as np import numpy as np
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackInputData from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackInputData
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import SingleSliceSpec from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import SingleSliceSpec
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import SlicingFeature from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import SlicingFeature

3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing_test.py
View file

@ -12,9 +12,6 @@
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Tests for tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.dataset_slicing."""
from absl.testing import absltest from absl.testing import absltest
import numpy as np import numpy as np

4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py
View file

@ -11,14 +11,12 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""A callback and a function in keras for membership inference attack.""" """A callback and a function in keras for membership inference attack."""
import os import os
from typing import Iterable from typing import Iterable
from absl import logging
from absl import logging
import tensorflow as tf import tensorflow as tf
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack import membership_inference_attack as mia from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack import membership_inference_attack as mia

3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py
View file

@ -12,14 +12,13 @@
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""An example for using keras_evaluation.""" """An example for using keras_evaluation."""
from absl import app from absl import app
from absl import flags from absl import flags
import numpy as np import numpy as np
import tensorflow as tf import tensorflow as tf
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackType from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackType
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import get_flattened_attack_metrics from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import get_flattened_attack_metrics
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import SlicingSpec from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import SlicingSpec

3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_test.py
View file

@ -12,9 +12,6 @@
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Tests for tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.keras_evaluation."""
from absl.testing import absltest from absl.testing import absltest
import numpy as np import numpy as np

3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py
View file

@ -11,8 +11,6 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Code that runs membership inference attacks based on the model outputs. """Code that runs membership inference attacks based on the model outputs.
This file belongs to the new API for membership inference attacks. This file This file belongs to the new API for membership inference attacks. This file
@ -20,6 +18,7 @@ will be renamed to membership_inference_attack.py after the old API is removed.
""" """
from typing import Iterable from typing import Iterable
import numpy as np import numpy as np
from sklearn import metrics from sklearn import metrics

2
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack_test.py
View file

@ -12,8 +12,6 @@
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Tests for tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.utils."""
from absl.testing import absltest from absl.testing import absltest
import numpy as np import numpy as np

2
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py
View file

@ -11,8 +11,6 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Trained models for membership inference attacks.""" """Trained models for membership inference attacks."""
import dataclasses import dataclasses

2
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models_test.py
View file

@ -12,8 +12,6 @@
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Tests for tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures."""
from absl.testing import absltest from absl.testing import absltest
import numpy as np import numpy as np

2
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py
View file

@ -11,8 +11,6 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Plotting functionality for membership inference attack analysis. """Plotting functionality for membership inference attack analysis.
Functions to plot ROC curves and histograms as well as functionality to store Functions to plot ROC curves and histograms as well as functionality to store

3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/privacy_report.py
View file

@ -11,9 +11,8 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Plotting code for ML Privacy Reports.""" """Plotting code for ML Privacy Reports."""
from typing import Iterable from typing import Iterable
import matplotlib.pyplot as plt import matplotlib.pyplot as plt
import pandas as pd import pandas as pd

3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/privacy_report_test.py
View file

@ -12,13 +12,10 @@
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Tests for tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.privacy_report."""
from absl.testing import absltest from absl.testing import absltest
import numpy as np import numpy as np
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack import privacy_report from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack import privacy_report
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackResults from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackResults
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackResultsCollection from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackResultsCollection
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackType from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackType

3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py
View file

@ -11,14 +11,13 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Code for membership inference attacks on seq2seq models. """Code for membership inference attacks on seq2seq models.
Contains seq2seq specific logic for attack data structures, attack data Contains seq2seq specific logic for attack data structures, attack data
generation, generation,
and the logistic regression membership inference attack. and the logistic regression membership inference attack.
""" """
import dataclasses import dataclasses
from typing import Iterator, List from typing import Iterator, List

2
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia_test.py
View file

@ -12,8 +12,6 @@
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Tests for tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.seq2seq_mia."""
from absl.testing import absltest from absl.testing import absltest
import numpy as np import numpy as np

3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py
View file

@ -12,14 +12,15 @@
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""A hook and a function in tf estimator for membership inference attack.""" """A hook and a function in tf estimator for membership inference attack."""
import os import os
from typing import Iterable from typing import Iterable
from absl import logging from absl import logging
import numpy as np import numpy as np
import tensorflow.compat.v1 as tf import tensorflow.compat.v1 as tf
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack import membership_inference_attack as mia from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack import membership_inference_attack as mia
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackInputData from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackInputData
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackType from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackType

3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py
View file

@ -12,15 +12,14 @@
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""An example for using tf_estimator_evaluation.""" """An example for using tf_estimator_evaluation."""
from absl import app from absl import app
from absl import flags from absl import flags
from absl import logging from absl import logging
import numpy as np import numpy as np
import tensorflow.compat.v1 as tf import tensorflow.compat.v1 as tf
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackType from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import AttackType
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import get_flattened_attack_metrics from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import get_flattened_attack_metrics
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import SlicingSpec from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.data_structures import SlicingSpec

3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_test.py
View file

@ -12,9 +12,6 @@
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Tests for tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.tf_estimator_evaluation."""
from absl.testing import absltest from absl.testing import absltest
import numpy as np import numpy as np

1
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py
View file

@ -12,7 +12,6 @@
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Utility functions for membership inference attacks.""" """Utility functions for membership inference attacks."""
import numpy as np import numpy as np

3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py
View file

@ -11,9 +11,8 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Utility functions for writing attack results to tensorboard.""" """Utility functions for writing attack results to tensorboard."""
from typing import List from typing import List
from typing import Union from typing import Union

3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_test.py
View file

@ -12,10 +12,7 @@
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Tests for tensorflow_privacy.privacy.privacy_tests.membership_inference_attack.utils."""
from absl.testing import absltest from absl.testing import absltest
import numpy as np import numpy as np
from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack import utils from tensorflow_privacy.privacy.privacy_tests.membership_inference_attack import utils

4
tensorflow_privacy/privacy/privacy_tests/secret_sharer/exposures_test.py
View file

@ -12,11 +12,7 @@
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
"""Tests for tensorflow_privacy.privacy.secret_sharer.exposures."""
from absl.testing import absltest from absl.testing import absltest
import numpy as np import numpy as np
from scipy.stats import skewnorm from scipy.stats import skewnorm