PyCrCNN
PyCrCNN copied to clipboard
Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption
Hi, I try to run your example code of HE-ML_CKKS.ipynb encryption_parameters = { 'm': n, # For CKKS, n/2 values can be encoded in a single ciphertext 'scale': 2**scale_power, #...
In the list, I can't find the net_builder package.
Decide if and how split computation on layers (like convolutional layers).
For already known nets or demo, offer a way for the client to get the best encoding values possible (memorized on the server).
Implement an algorithm to approximate nets sent by the user (MaxPool -> AvgPool, ReLU -> Square, etc)
Verify if it's convenient to save some nets already encoded with some "default" encoding values
When trying to import build_from_pytorch function using below command, from pycrcnn.net_builder.encoded_net_builder import build_from_pytorch It gives the error that ModuleNotFoundError: No module named 'pycrcnn.net_builder'. Where we can find this sub module...
Bumps [werkzeug](https://github.com/pallets/werkzeug) from 2.2.2 to 2.2.3. Release notes Sourced from werkzeug's releases. 2.2.3 This is a fix release for the 2.2.x release branch. Changes: https://werkzeug.palletsprojects.com/en/2.2.x/changes/#version-2-2-3 Milestone: https://github.com/pallets/werkzeug/milestone/26?closed=1 This release contains...
Bumps [ipython](https://github.com/ipython/ipython) from 8.7.0 to 8.10.0. Commits 15ea1ed release 8.10.0 560ad10 DOC: Update what's new for 8.10 (#13939) 7557ade DOC: Update what's new for 8.10 385d693 Merge pull request from...
Bumps [torch](https://github.com/pytorch/pytorch) from 1.13.0 to 1.13.1. Release notes Sourced from torch's releases. PyTorch 1.13.1 Release, small bug fix release This release is meant to fix the following issues (regressions /...