tf-encrypted / tf-encrypted

A Framework for Encrypted Machine Learning in TensorFlow

https://tf-encrypted.io/

tf-encrypted/tf-encrypted Issues

why I can see all secret shares in one party?
Closed 12 days ago3
'NoneType' object has no attribute 'secure_seed'
Updated a month ago7
ValueError: Invalid dtype tf.int16
Closed a month ago2
Trying to better understand the framework beahavior
Closed 2 months ago2
Is it possible to evaluate the BaseModel with other keras metrics aside from binary and categorical accuracy?
Closed 2 months ago5
I can't install TF-Encrypted
Updated 2 months ago1
In the federated learning of examples, how to protect the DataOwner's gradient?
Updated 3 months ago1
TypeError: can only concatenate list (not "TensorShapeV1") to list. (An error in sample_seeded_uniform)
Closed 3 months ago2
Can this framework use encrypted training data to train network models? Are there any relevant cases to learn from?
Closed 7 months ago7
Scaling base question
Closed 5 months ago2
AssertionError When running Server
Updated 5 months ago2
what's the right way to save the model
Closed 6 months ago
version 0.8 federation-learning example seems contain an error in validation dataset setting
Updated 6 months ago2
Save and Load ABY3 Model
Closed 8 months ago
Is the 'x' sent by the client to servers in plaintext or ciphertest?
Closed 9 months ago3
got NotImplementedError: while trying to clone model
Closed 9 months ago2
Segmentation fault and No module named 'tf_encrypted.protocol.aby3' happened after upgrading aby3
Closed 9 months ago7
Encrypted models
Closed 9 months ago3
Using over encrypted image
Closed 9 months ago1
Version issue (AttributeError: module 'tensorflow' has no attribute 'ConfigProto')
Closed a year ago1
Unable to run federated learning example. Getting "From /job:tfe/replica:0/task:0: ./data/train.tfrecord; No such file or directory" error
Closed a year ago2
How to delete the method of data segmentation in pond
Closed a year ago1
Problem with importing "tf_encrypted"
Closed a year ago2
Segmentation fault (core dumped)
Updated a year ago8
Add ABY3 into default pip package
Closed a year ago
running example of logistic error
Closed a year ago10
Polymorphic Encryption
Closed a year ago2
aby3 how to save
Closed a year ago1
Is there any API for computation party to get its own local plaintext
Closed a year ago2
Support for TF 2.x
Closed a year ago1
Falling back to insecure randomness
Closed a year ago3
Performance issues in the program
Closed a year ago1
Performance issues in your project (by P3)
Closed a year ago2
Is tf-encrypted using BFV scheme or CKKS scheme in Microsoft SEAL?
Closed a year ago2
Implementaion of Division in SecureNN
Closed a year ago6
Could we use TF-encrypted for Tensorflow 2.1 or 2.2?
Closed 2 years ago2
Security problems of _B2A_private() function
Closed 2 years ago3
ABY3 experimental efficiency significantly slower than the paper
Closed 2 years ago8
make build in aarch64 centos8 about tf-encrypted-master
Closed 2 years ago7
Encrypt tflite model to be used on browser
Updated 2 years ago
bay3 how to save
Closed 2 years ago
ABY3 error：Unsupported share type: 0.
Closed 2 years ago
AUC problem in logistic regression examples
Closed 3 years ago2
Is there a sample code on using tf-encrypted with Cora data set?
Updated 3 years ago
Getting AttributeError: 'NoneType' object has no attribute 'device_name' when trying to run the realistic example
Closed 3 years ago
Error in decryption result after decimal integer secret sharing
Closed 3 years ago6
Custom Randomized Function Support
Closed 3 years ago
import tf_encrypted in different files due to wrong Config setup
Updated 3 years ago
Strange phenomenon: when the calculation result is 0, res0 and res1 do not seem to be encrypted
Updated 3 years ago7
Support for Non-Keras TensorFlow Code?
Closed 3 years ago2