jeffreysijuntan / CryptGPU
Fast Privacy-Preserving Machine Learning on the GPU
☆82Updated 3 years ago
Alternatives and similar repositories for CryptGPU:
Users that are interested in CryptGPU are comparing it to the libraries listed below
- Piranha: A GPU Platform for Secure Computation☆95Updated 2 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- ☆104Updated 3 years ago
- ☆67Updated 6 years ago
- ☆35Updated 2 months ago
- Implementation of protocols in Falcon☆93Updated 8 months ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 3 years ago
- Implementation of protocols in SecureNN.☆129Updated 2 years ago
- ☆36Updated 5 months ago
- Materials about Privacy-Preserving Machine Learning☆245Updated 2 months ago
- A Three Party MPC framework for Machine learning and Databases☆210Updated last month
- Paper Notes in MPC with Applications to PPML☆69Updated last year
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆34Updated 3 years ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- Privacy -preserving Neural Networks☆78Updated 6 years ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆112Updated last year
- Private Set Intersection in the Internet Setting From Lightweight Oblivious PRF☆86Updated 2 years ago
- Homomorphic matrix computation☆42Updated 5 years ago
- MPC team of Security Group in HITSZ☆20Updated last month
- Team CEA-EPFL-Inpher: code for the iDash 2018 competition☆22Updated 6 years ago
- Implementation of Distributed function secret sharing and applications☆11Updated last month
- ☆32Updated last year
- Secure Aggregation for Federated Learning with Malicious Actors☆24Updated 2 years ago
- ☆115Updated last year
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Updated 3 years ago
- ☆28Updated last year
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆19Updated last year
- Secure Aggregation for FL☆34Updated last year
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 4 years ago
- ☆54Updated 2 years ago