tensorflow/privacy

View on GitHub

Library for training machine learning models with privacy for training data

Stars: 2k
Forks: 477
Open beginner issues: 0
Indexed issues: 98
Avg merge: 22h 12m
Merged PRs (30d): 1

Dominant language: Python
License: Apache-2.0
Last GitHub push: Aug 26, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

Open All

98 open issues indexed

[Draft] New Issue Open

Difficulty 5/5 Over a week Newbie friendliness 1/100

tensorflow/privacy#633 · Opened Jan 29, 2026
HUSSIENALI0780 Open

Difficulty 5/5 Over a week Newbie friendliness 1/100

tensorflow/privacy#626 · 1 comment · Opened Aug 21, 2025
٦٦٧٧ Open

Difficulty 5/5 Over a week Newbie friendliness 1/100

tensorflow/privacy#625 · Opened Aug 21, 2025
Bug Report Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

tensorflow/privacy#624 · Opened Jul 17, 2025
Secure Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

tensorflow/privacy#623 · Opened Jun 18, 2025
A question about microbatching and its impact on the compute_dp_sgd_privacy_statement function. Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tensorflow/privacy#620 · Opened Apr 28, 2025
Mac OS X build fails due to presence of BUILD file which prevents ./build/ directory from being created Open

Difficulty 1/5 Under an hour Newbie friendliness 45/100

tensorflow/privacy#612 · Opened Feb 26, 2025
Tensorflow privacy not compatible with tensorflow version 2.18.0 Open

Difficulty 3/5 1-2 days Newbie friendliness 42/100

tensorflow/privacy#611 · 2 comments · 1 reaction · Opened Feb 5, 2025
module 'tensorflow.python.util.tf_export' has no attribute 'ESTIMATOR_API_NAME' Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

tensorflow/privacy#608 · 1 comment · Opened Dec 24, 2024
A Question about Research mi_lira_2021: Why is logpdf used instead of logcdf? Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tensorflow/privacy#598 · 1 reaction · Opened Oct 10, 2024
ImportError: cannot import name 'estimator' from 'tensorflow' (unknown location) Open

Difficulty 4/5 3-5 days Newbie friendliness 15/100

tensorflow/privacy#597 · 1 comment · Opened Oct 10, 2024
ABCMeta object is not subscriptable Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

tensorflow/privacy#595 · 1 comment · Opened Sep 5, 2024
ValueError: Dimension size must be evenly divisible by 50 but is 1 for '{{node Reshape}} = Reshape[T=DT_FLOAT, Tshape=DT_INT32]( Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tensorflow/privacy#581 · 1 comment · Opened Jul 26, 2024
Update depdency: packaging Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

tensorflow/privacy#568 · Opened Jun 10, 2024
Is this project abandoned? Open

Difficulty 1/5 Under an hour Newbie friendliness 1/100

tensorflow/privacy#560 · 2 comments · Opened Apr 16, 2024
Any recommended way to save a tf privacy model? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

tensorflow/privacy#559 · Opened Apr 16, 2024
import tensorflow_privacy -> AttributeError Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

tensorflow/privacy#557 · 4 comments · Opened Apr 15, 2024
Module Not Found Error Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

tensorflow/privacy#555 · 1 comment · Opened Mar 27, 2024
Fresh install doesn't work (incompatible versions of tensorflow and tensorflow_privacy) Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

tensorflow/privacy#520 · Opened Sep 29, 2023
Federated DPFTRL and Adaptive Clipping noise injection. Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

tensorflow/privacy#519 · 1 comment · Opened Sep 27, 2023
Privacy guarantees of of privacy amplification by iteration example Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tensorflow/privacy#507 · Opened Sep 4, 2023
AttributeError: module 'tensorflow_privacy.privacy.analysis.compute_dp_sgd_privacy' has no attribute 'compute_dp_sgd_privacy' Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

tensorflow/privacy#473 · 3 comments · Opened May 11, 2023
Python version restricted to >=3.9, inability to use official docker containers of tensorflow Open

Difficulty 1/5 Under an hour Newbie friendliness 50/100

tensorflow/privacy#472 · 1 comment · 3 reactions · Opened May 5, 2023
cannot import name 'dp_event' from 'tensorflow_privacy.privacy.analysis' Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

tensorflow/privacy#471 · 2 comments · Opened Apr 30, 2023
Privacy? Open

Difficulty 5/5 Over a week Newbie friendliness 5/100

tensorflow/privacy#452 · Opened Mar 24, 2023
A Question about Research mi_lira_2021: why set training=True at Inference Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

tensorflow/privacy#427 · Opened Feb 23, 2023
How can we specify to install it on tensorflow-gpu==2.4.0 Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tensorflow/privacy#410 · Opened Jan 19, 2023
from tensorflow_privacy.privacy.analysis import privacy_ledger Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

tensorflow/privacy#407 · 3 comments · Opened Dec 29, 2022
ValueError: Dimension size must be evenly divisible by 1048576 but is 1 for '{{node Reshape}} = Reshape[T=DT_FLOAT, Tshape=DT_INT32](Mean, Reshape/shape)' with input shapes: [?,1024,1024], [0]. Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tensorflow/privacy#406 · 2 reactions · Opened Dec 21, 2022
tensorflow privacy requires numpy ~= 1.21 which is not compatible with python 11 Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

tensorflow/privacy#355 · Opened Nov 23, 2022
Potential bug using kernel regularizer Open

Difficulty 4/5 3-5 days Newbie friendliness 32/100

tensorflow/privacy#352 · Opened Nov 16, 2022
Insecure Random Number Generator Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

tensorflow/privacy#349 · 1 comment · Opened Nov 7, 2022
Upgrade pandas to 1.4 to fix pandas binary incompatibility with numpy Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

tensorflow/privacy#295 · Opened Aug 2, 2022
ValueError: Dimension size must be evenly divisible by 250 but is 1 for '{{node Reshape}} Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

tensorflow/privacy#287 · 3 comments · Opened Jul 25, 2022
AttributeError: 'Conv2D' object has no attribute 'apply' Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

tensorflow/privacy#247 · 2 comments · Opened May 23, 2022
compute_dp_sgd_privacy_lib.py relies on deprecated rdp_accountant.py Open

Difficulty 3/5 1-2 days Newbie friendliness 38/100

tensorflow/privacy#229 · 2 comments · Opened Apr 25, 2022
ValueError: None values not supported. Open

Difficulty 4/5 3-5 days Newbie friendliness 15/100

tensorflow/privacy#214 · Opened Mar 24, 2022
Bolton DP is not running on Tensorflow 1.14.0 Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

tensorflow/privacy#209 · 1 comment · 1 reaction · Opened Mar 11, 2022
about the version Open

Difficulty 2/5 1-3 hours Newbie friendliness 30/100

tensorflow/privacy#204 · Opened Feb 24, 2022
Why there is no dpRMSprop given in the code? Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

tensorflow/privacy#189 · Opened Feb 15, 2022
the sensitivity of DP-SGD Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

tensorflow/privacy#188 · 1 comment · Opened Feb 9, 2022
PATE Accountant for Multi-label Classification Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

tensorflow/privacy#187 · Opened Jan 18, 2022
DP accountant and composition Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tensorflow/privacy#186 · 1 comment · Opened Dec 19, 2021
ValueError: Dimension size must be evenly divisible by 10 but is 1 for '{{node training/Reshape}} = Reshape[T=DT_FLOAT, Tshape=DT_INT32](loss/mul, training/Reshape/shape)' with input shapes: [], [2] and with input tensors computed as partial shapes: input[1] = [10,?] Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

tensorflow/privacy#180 · 4 comments · Opened Nov 12, 2021
Missing of dataset for dplstm in tutorials Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

tensorflow/privacy#177 · 3 comments · Opened Sep 2, 2021
mnist_dpsgd_tutorial is very slow Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tensorflow/privacy#175 · 1 comment · 1 reaction · Opened Aug 20, 2021
The current epsilon is very large in mnist_dpsgd_tutorial_keras.py Open

Difficulty 4/5 3-5 days Newbie friendliness 32/100

tensorflow/privacy#173 · Opened Jul 23, 2021
ValueError when selecting DP optimizer minibatch size > 1 for LSTM Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

tensorflow/privacy#171 · Opened Jun 29, 2021
compute_noise_from_budget for PATE Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

tensorflow/privacy#170 · Opened Jun 17, 2021
ModuleNotFoundError: No module named 'mnist_dpsgd_tutorial_common' Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

tensorflow/privacy#169 · Opened Jun 11, 2021

tensorflow/privacy

Get new issues in your inbox