inaccel / heflow
Open source platform for the privacy-preserving machine learning lifecycle
☆17Updated last year
Alternatives and similar repositories for heflow:
Users that are interested in heflow are comparing it to the libraries listed below
- ☆66Updated 2 months ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 5 years ago
- ☆20Updated 3 months ago
- IBM HElayers homomorphic encryption SDK for C++ and Python☆36Updated last month
- (ICLR 2023 Spotlight) MPCFormer: fast, performant, and private transformer inference with MPC☆90Updated last year
- Official Python wrapper for OpenFHE. Current release is v0.8.10 (released on October 28, 2024).☆93Updated last week
- Fully Homomorphic Image Preprocessing and analysis - JPEG encoding, decoding, image resizing.☆52Updated 6 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 4 years ago
- A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy.☆115Updated last month
- ☆74Updated this week
- Polycircuit is an FHE components library built via FHERMA competitions☆17Updated 2 months ago
- HEonGPU is a high-performance library that optimizes Fully Homomorphic Encryption (FHE) on GPUs. Leveraging GPU parallelism, it reduces c…☆44Updated this week
- Repository for the SoK paper on Fully Homomorphic Encryption (FHE) compilers.☆78Updated last year
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆173Updated 2 years ago
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆45Updated 7 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
- ☆16Updated 2 years ago
- SHEEP is a Homomorphic Encryption Evaluation Platform☆50Updated last year
- Optimizing compiler for Fully Homomorphic Encryption (FHE)☆74Updated 6 months ago
- Decision trees training and prediction over encrypted data using Fully Homomorphic Encryption☆28Updated last year
- Privacy -preserving Neural Networks☆78Updated 6 years ago
- The HEBench (homomorphic encryption benchmark) frontend consists of the components relevant to users running benchmarks, extending the te…☆17Updated last year
- A cross compiler and standardized benchmarks for fully homomorphic encryption☆35Updated last year
- Private Information Retrieval protocol☆44Updated 3 years ago
- ☆12Updated 4 months ago
- GPU/CUDA implementation of Leveled BFV/CKKS/BGV scheme.☆24Updated 4 months ago
- Privacy-preserving XGBoost Inference☆48Updated last year
- CUDA-accelerated Fully Homomorphic Encryption Library☆219Updated 3 years ago
- Arbitrary precision integers in TensorFlow☆11Updated 2 years ago
- Python wrapper for open source Zero Proof Knowledge Library☆30Updated 4 years ago