TenSEAL
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OpenMined
A library for doing homomorphic encryption operations on tensors
Hello, thanks for the tutorial that helps in understanding the key features of TenSEAL. I am using this library to encrypt weights of a trained model, which would be N-dimensional...
## Question Hello, First of all, thank's for the amazing Tutorial. I am trying to run the inference over one single data. I was able to do it for the...
## Question **Describe your question in ONE SENTENCE.** How can i use the loss to implement the backward of PyTorch in the process of CNN training? ## Further Information Describe...
Dear author: we are working on a project which require model capable of doing image classification. We would like to train it with encrypted convolution network on encrypted image data....
Even though dot product is available in TenSEAL, rotation should also be available to implement various algorithms. Is there any way to rotate CKKS vector in TenSEAL with python?
## Question Which version of tenseal has started to use NTT technology, and whether both FFT and NTT are used in the version (FTT is used for encoding and decoding...
## Description The property `shape` is missing for `CKKSVector`. ## How to Reproduce Use the following piece of code to reproduce the bug. ```python import numpy as np import tenseal...
## Question Thank you for this great effort. I was wondering how can one access the values in a ciphertext. For example in CKKS, each cipher text is a pair...
I just started playing around with TenSEAL by following the encrypted convolutions example. I would like to add another `conv` layer to the example network but I'm not sure how...
In CKKS scheme, how do the poly_mod_degree and coeff_mod_bit_sizes affect the ciphertext size? Could it be calculated explicitly in mathematics？
