facebookresearch / GPU-DPF
GPU-based Distributed Point Functions (DPF) and 2-server private information retrieval (PIR).
☆51Updated last year
Related projects ⓘ
Alternatives and complementary repositories for GPU-DPF
- Open-source of LazyDP published in ASPLOS-2024☆21Updated 6 months ago
- ☆85Updated 4 months ago
- ☆31Updated 3 months ago
- A Parallel Secure Machine Learning Framework on GPUs☆21Updated 3 years ago
- ☆33Updated 3 months ago
- ☆39Updated last month
- Piranha: A GPU Platform for Secure Computation☆92Updated last year
- ☆33Updated 6 months ago
- ☆17Updated 6 months ago
- Optimizing compiler for Fully Homomorphic Encryption (FHE)☆69Updated 3 months ago
- ☆21Updated last year
- A Cryptographic Inference Service for Neural Networks☆125Updated 3 months ago
- A CPU and GPU accelerated framework for TFHE. The framework includes algebraic, vector, and matrix operations.☆20Updated 4 years ago
- Intel HEXL library backend for OpenFHE, which uses AVX-512 instructions to accelerate the execution of OpenFHE cryptographic capabilities…☆17Updated 4 months ago
- Goten: GPU-Outsourcing Trusted Execution of Neural Network Training and Prediction☆31Updated 3 years ago
- ☆11Updated 2 years ago
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆70Updated 2 years ago
- A reading list for homomorphic encryption☆100Updated 3 months ago
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆22Updated 5 months ago
- Number Theoretic Transform Implementation on GPU for FHE Applications☆36Updated 3 years ago
- (ICLR 2023 Spotlight) MPCFormer: fast, performant, and private transformer inference with MPC☆89Updated last year
- PhantomFHE: A CUDA-Accelerated Homomorphic Encryption Library☆81Updated last month
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆42Updated 4 months ago
- Homomorphic Logistic Regression on Encrypted Data☆48Updated 5 years ago
- Repository for the SoK paper on Fully Homomorphic Encryption (FHE) compilers.☆74Updated last year
- code repo for paper accepted in ICML 2023☆13Updated last year
- ☆27Updated last year
- ☆23Updated last year
- POC implementation of "Accelerating HE Operations Using Key Decomposition"[KLSS23]☆13Updated last year
- Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware☆161Updated last year