DreamingRaven / python-fhez
Official mirror of Python-FHEz; Python Fully Homomorphic Encryption (FHE) Library for Encrypted Deep Learning as a Service (EDLaaS).
☆29Updated 3 years ago
Alternatives and similar repositories for python-fhez:
Users that are interested in python-fhez are comparing it to the libraries listed below
- Privacy-preserving XGBoost Inference☆49Updated 2 years ago
- Secure collaborative training and inference for XGBoost.☆105Updated 2 years ago
- (ICLR 2023 Spotlight) MPCFormer: fast, performant, and private transformer inference with MPC☆94Updated last year
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 5 years ago
- ☆23Updated last year
- Privacy -preserving Neural Networks☆78Updated 6 years ago
- A SMPC companion library for Syft☆103Updated 5 months ago
- ☆421Updated 10 months ago
- PriMIA: Privacy-preserving Medical Image Analysis☆131Updated 2 years ago
- A dead-simple library for full homomorphic encryption (FHE) in Python☆33Updated 4 years ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆173Updated 2 years ago
- Open source platform for the privacy-preserving machine learning lifecycle☆17Updated last year
- Cryptographically secure pseudorandom number generators for PyTorch☆117Updated 5 months ago
- ☆68Updated 5 months ago
- The HyFed framework provides an easy-to-use API to develop federated, privacy-preserving machine learning algorithms.☆18Updated 3 years ago
- Python wrapper for open source Zero Proof Knowledge Library☆30Updated 4 years ago
- DP-FTRL from "Practical and Private (Deep) Learning without Sampling or Shuffling" for centralized training.☆29Updated 3 weeks ago
- PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in…☆506Updated 8 months ago
- A curated list of awesome resources for creating synthetic data☆42Updated 3 years ago
- A library for doing homomorphic encryption operations on tensors☆912Updated 2 months ago
- Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters☆140Updated 6 months ago
- ☆37Updated 3 years ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆225Updated 2 years ago
- Privacy-Preserving Machine Learning (PPML) Tutorial☆38Updated 11 months ago
- 📊 Privacy Preserving Medical Data Analytics using Secure Multi Party Computation. An End-To-End Use Case. A. Giannopoulos, D. Mouris M.S…☆20Updated last year
- ☆43Updated 3 years ago
- Compiler for the SEAL homomorphic encryption library☆241Updated 10 months ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆57Updated 4 years ago
- A toolbox for differentially private data generation☆131Updated last year
- SHEEP is a Homomorphic Encryption Evaluation Platform☆51Updated 2 years ago