PyTorchmodelencryption

2019年10月10日 — Facebook AI is open-sourcing CrypTen, a research-focused framework to explore encrypted machine learning techniques in the PyTorch ...

2019年8月5日 — This blog post shows how to train a PyTorch neural network in a completely encrypted way to learn to predict MNIST images.

2022年2月14日 — This solution can protect model parameters when processing model inference. The model parameters are stored in ciphertext encrypted by the model ...

CrypTen is a new framework built on PyTorch to facilitate research in secure and privacy-preserving machine learning. CrypTen enables machine learning ...

2017年12月18日 — I am using pytorch in real life. So I want to hide the model details. Is there any way to achieve this?

2021年5月29日 — Currently I need to deploy the trained model on a public computer, but I don't want others to see the structure of my model.

2021年3月24日 — encrypt(src=rank) with rank being the rank of the party executing the code. The src kwarg indicates which party is providing the plaintext ...

CrypTen is a Privacy Preserving Machine Learning framework written using PyTorch that allows researchers and developers to train models using encrypted data.

2023年11月22日 — I have a trained pytorch model that I export using torch. ... I want to encrypt the model file and decrypt them in memory and load it.