microsoft / CryptoNetsLinks
CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with Homomorphic Encryption. Homomorphic Encryptions allow performing operations such as addition and multiplication over data while it is encrypted. Therefore, it allows keeping data private while outsourcing computation (see here and here for more about Homomorphic…
☆304Updated last year
Alternatives and similar repositories for CryptoNets
Users that are interested in CryptoNets are comparing it to the libraries listed below
Sorting:
- Compiler for the SEAL homomorphic encryption library☆256Updated last year
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 5 years ago
- ☆440Updated last year
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆174Updated 2 years ago
- Privacy -preserving Neural Networks☆79Updated 6 years ago
- PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in…☆534Updated 3 months ago
- APSI is a C++ library for Asymmetric (unlabeled or labeled) Private Set Intersection.☆207Updated last year
- Implementation of protocols in SecureNN.☆131Updated 3 years ago
- ☆67Updated 7 years ago
- CUDA-accelerated Fully Homomorphic Encryption Library☆237Updated 4 years ago
- Microsoft SEAL 4.X For Python☆344Updated 11 months ago
- Implementation of protocols in Falcon☆95Updated last year
- This repository is a fork of Microsoft Research's homomorphic encryption implementation, the Simple Encrypted Arithmetic Library (SEAL). …☆229Updated 6 years ago
- Fast Homomorphic Evaluation of Deep Discretized Neural Networks☆45Updated 8 years ago
- ☆109Updated 3 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆49Updated 4 years ago
- A library for Partially Homomorphic Encryption in Python☆630Updated 2 years ago
- A Three Party MPC framework for Machine learning and Databases☆211Updated 8 months ago
- A Cryptographic Inference Service for Neural Networks☆130Updated last year
- IBM HElayers homomorphic encryption SDK for C++ and Python☆42Updated 2 months ago
- A Python library for fully homomorphic encryption☆108Updated 3 years ago
- Homomorphic matrix computation☆43Updated 6 years ago
- A SMPC companion library for Syft☆105Updated last month
- Oblivious Transfer, Oblivious Transfer Extension and Variations☆179Updated 3 weeks ago
- CUDA Homomorphic Encryption Library☆207Updated 8 years ago
- Materials about Privacy-Preserving Machine Learning☆260Updated 2 months ago
- Secure Logistic Regression based on Homomorphic Encryption☆43Updated 6 years ago
- A library for doing homomorphic encryption operations on tensors☆983Updated 9 months ago
- ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation☆489Updated 3 years ago
- HEAAN lib binds for Python☆32Updated 5 years ago