A library for doing homomorphic encryption operations on tensors
APACHE-2.0 License
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Published by bcebere over 3 years ago
Changelog:
Published by bcebere over 3 years ago
Changelog:
Published by youben11 almost 4 years ago
We introduce new Python wrappers for all low level objects (#185). Previously, the python API interacted directly with the binded low level objects. However, we now have a Python class wrapping every low level objects.
The API is still the same.
Published by youben11 almost 4 years ago
This version mainly introduce a new tensor type, the CKKSTensor, which can encrypts N-dimensional tensors, with the ability to use one axis as the batch_axis, which will be stored along ciphertext slots.
Published by youben11 about 4 years ago
Fix package build on release #147
Published by youben11 about 4 years ago
The convolution operation introduced in this alpha release have an experimental API that should be updated in upcoming releases.
Published by youben11 over 4 years ago
With all this recent changes, TenSEAL is now able to perform training of a logistic regression model, checkout the tutorial section for more information.
Published by youben11 over 4 years ago
Published by youben11 over 4 years ago
This is the first official release of TenSEAL, so we will mainly focus on what this first version have been building so far
tenseal.sealapi
Thanks to all the contributors of the TenSEAL library, more specifically to @philomath213 and @bcebere for their time and efforts spent to be able able to make this first release.