DreamingRaven / python-fhezLinks
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
Sorting:
- Privacy-preserving XGBoost Inference☆50Updated 2 years ago
- Secure collaborative training and inference for XGBoost.☆107Updated 3 years ago
- Homomorphic Random Forest library☆17Updated 2 years ago
- (ICLR 2023 Spotlight) MPCFormer: fast, performant, and private transformer inference with MPC☆102Updated 2 years ago
- ☆24Updated 2 years ago
- PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in…☆544Updated 5 months ago
- The HyFed framework provides an easy-to-use API to develop federated, privacy-preserving machine learning algorithms.☆18Updated 4 months ago
- PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such a…☆283Updated last month
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 6 years ago
- DP-FTRL from "Practical and Private (Deep) Learning without Sampling or Shuffling" for centralized training.☆35Updated 8 months ago
- Privacy -preserving Neural Networks☆79Updated 7 years ago
- An enterprise-ready and vendor-agnostic federated learning platform.☆166Updated last month
- PriMIA: Privacy-preserving Medical Image Analysis☆137Updated 2 years ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆174Updated 3 years ago
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆541Updated 2 months ago
- SHEEP is a Homomorphic Encryption Evaluation Platform☆52Updated 2 years ago
- Python language bindings for smartnoise-core.☆76Updated 2 years ago
- Tools and service for differentially private processing of tabular and relational data☆291Updated 5 months ago
- A curated list of resources for privacy-preserving machine learning☆149Updated 4 years ago
- FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.☆269Updated last week
- Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datas…☆57Updated 2 years ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆223Updated 3 years ago
- SparkFHE project demo examples☆23Updated last month
- Open source platform for the privacy-preserving machine learning lifecycle☆17Updated 2 years ago
- A library for running Functional Encryption on tensors☆45Updated 5 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆41Updated 3 years ago
- Federated gradient boosted decision tree learning☆68Updated 2 years ago
- A Platform for Secure Analytics and Machine Learning☆305Updated 2 years ago
- A software package for privacy-preserving generation of a synthetic twin to a given sensitive data set.☆56Updated last year
- Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters☆148Updated last month