DachengLi1 / MPCFormerLinks
(ICLR 2023 Spotlight) MPCFormer: fast, performant, and private transformer inference with MPC
☆100Updated 2 years ago
Alternatives and similar repositories for MPCFormer
Users that are interested in MPCFormer are comparing it to the libraries listed below
Sorting:
- Fast Privacy-Preserving Machine Learning on the GPU☆87Updated 4 years ago
- [ICML'23 Oral] HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption☆46Updated last year
- Private and Reliable Neural Network Inference (CCS '22)☆21Updated 2 years ago
- ☆16Updated 4 years ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆174Updated 2 years ago
- ☆34Updated 2 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆39Updated 3 years ago
- Piranha: A GPU Platform for Secure Computation☆100Updated 2 years ago
- Materials about Privacy-Preserving Machine Learning☆256Updated 3 weeks ago
- SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keepin…☆303Updated last week
- A Cryptographic Inference Service for Neural Networks☆131Updated last year
- Extending PyTorch to Fully Homomorphic Encryption☆79Updated last month
- ☆15Updated 3 years ago
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆29Updated last year
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆113Updated 2 years ago
- Privacy -preserving Neural Networks☆79Updated 6 years ago
- Code release for MPCViT accepted by ICCV 2023☆16Updated 9 months ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 4 years ago
- code repo for paper accepted in ICML 2023☆12Updated last year
- ☆88Updated 5 years ago
- Secure Aggregation for Federated Learning with Malicious Actors☆26Updated 2 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆34Updated 3 years ago
- ☆436Updated last year
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- ☆46Updated 3 years ago
- Private Inference on Transformer☆29Updated 2 years ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆81Updated last year
- A SMPC companion library for Syft☆105Updated 2 weeks ago
- Privacy preserving vertical federated learning for tree-based models☆29Updated 3 years ago