ZhengChenCS / ParSecureMLLinks
A Parallel Secure Machine Learning Framework on GPUs
☆21Updated 4 years ago
Alternatives and similar repositories for ParSecureML
Users that are interested in ParSecureML are comparing it to the libraries listed below
Sorting:
- Piranha: A GPU Platform for Secure Computation☆104Updated 2 years ago
- A relational Multi-Party Computation framework for analytics in untrusted clouds☆34Updated last year
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆33Updated last year
- Fast Privacy-Preserving Machine Learning on the GPU☆88Updated 4 years ago
- Goten: GPU-Outsourcing Trusted Execution of Neural Network Training and Prediction☆34Updated 5 years ago
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆101Updated 3 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- ☆108Updated last year
- ☆18Updated 4 months ago
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆11Updated 2 years ago
- ☆90Updated 5 years ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆52Updated 11 months ago
- A Cryptographic Inference Service for Neural Networks☆131Updated last year
- ☆110Updated 4 years ago
- ☆16Updated 2 years ago
- A CPU and GPU accelerated framework for TFHE. The framework includes algebraic, vector, and matrix operations.☆21Updated 5 years ago
- ☆34Updated 3 years ago
- This repo summarizes papers for efficient PPML across protocol, model, and system levels.☆60Updated last month
- Secure Inference Resilient Against Malicious Clients☆15Updated 3 years ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Updated 5 years ago
- ☆41Updated last year
- Number Theoretic Transform Implementation on GPU for FHE Applications☆44Updated 4 years ago
- Official implementation for AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE. The paper is presented at the 33rd USE…☆32Updated last month
- Antchain-MPC is a library of MPC (Multi-Parties Computation)☆60Updated 2 years ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆20Updated 3 weeks ago
- Homomorphic Logistic Regression on Encrypted Data☆51Updated 6 years ago
- ☆13Updated 4 years ago
- Cheddar: A Swift Fully Homomorphic Encryption (FHE) GPU Library☆43Updated this week
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Updated 4 years ago
- ☆16Updated 3 years ago