TenSEAL
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OpenMined
A library for doing homomorphic encryption operations on tensors
- Improve the documentation for the project. - Generate sphinx docs. - Upload the docs to readthedocs.
Hi, does TenSEAL contains API for rotation operation in CKKS scheme? I tried to find the API in source code but failed. Is it not implemented in TenSEAL or just...
I am making changes to the internals of the C++ code, and want to quickly test my changes. How can I do this without running a full rebuild, which `pip...
## Question **Describe your question in ONE SENTENCE.** ## Further Information Describe your question in greater length here. ## Screenshots If applicable, add screenshots to help explain your question. ##...
## Question **How to deal with 'scale out of bounds' when do multiplication?** ## Further Information I am employing the tenseal on sigmoid approximation on an encrypted tensor, but it...
## Description The sum_inplace operation of the CKKSVector can be done using multithreading. More precisely, we can parallelize [this loop](https://github.com/OpenMined/TenSEAL/blob/master/tenseal/cpp/tensors/ckksvector.cpp#L247). You can see an example of how to use the...
## Feature Description We need to investigate the support for HE compilers. Microsoft EVA is a compiler for SEAL. https://github.com/microsoft/EVA Paper: https://arxiv.org/pdf/1912.11951.pdf Update this task with any findings related to...
the execution requires 2 seconds per encrypted inference was mentioned and since there were 10k images, i ran it for 8hrs. but i still didnt get any output.
## Feature Description BatchNorm support in encrypted space for training. For BatchNorm, we need support for computing: - the mean - this implies a summation and a multiplication with plain...
## Feature Description Implement MaxPooling operation. Depends on https://github.com/OpenMined/TenSEAL/issues/277. In order to be approved, the PR must include Python/C++ tests for the MaxPooling operation.