jeffreysijuntan / CryptGPULinks
Fast Privacy-Preserving Machine Learning on the GPU
☆88Updated 4 years ago
Alternatives and similar repositories for CryptGPU
Users that are interested in CryptGPU are comparing it to the libraries listed below
Sorting:
- Piranha: A GPU Platform for Secure Computation☆102Updated 2 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- ☆109Updated 3 years ago
- Materials about Privacy-Preserving Machine Learning☆260Updated 2 months ago
- A Cryptographic Inference Service for Neural Networks☆130Updated last year
- ☆67Updated 7 years ago
- Implementation of protocols in SecureNN.☆131Updated 3 years ago
- ☆212Updated 8 months ago
- ☆37Updated last year
- Implementation of protocols in Falcon☆95Updated last year
- Secure Aggregation for FL☆35Updated last year
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆34Updated 4 years ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆48Updated 9 months ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆20Updated 3 weeks ago
- A Three Party MPC framework for Machine learning and Databases☆211Updated 8 months ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 4 years ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆113Updated 2 years ago
- Privacy -preserving Neural Networks☆79Updated 6 years ago
- Homomorphic matrix computation☆43Updated 6 years ago
- ☆30Updated 2 years ago
- ☆126Updated 2 months ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Updated 5 years ago
- Secure Aggregation for Federated Learning with Malicious Actors☆26Updated 2 years ago
- Experimental Code for Private Decision Tree Evaluation☆16Updated 2 years ago
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆32Updated last year
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Updated 4 years ago
- ☆18Updated 3 years ago
- Private Inference on Transformer☆30Updated 2 years ago
- Team CEA-EPFL-Inpher: code for the iDash 2018 competition☆22Updated 7 years ago