Fast Privacy-Preserving Machine Learning on the GPU
☆90Jun 17, 2021Updated 4 years ago
Alternatives and similar repositories for CryptGPU
Users that are interested in CryptGPU are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Piranha: A GPU Platform for Secure Computation☆105Apr 2, 2023Updated 3 years ago
- Implementation of protocols in Falcon☆95Jul 30, 2024Updated last year
- ☆214Feb 25, 2025Updated last year
- ☆447Jun 19, 2024Updated last year
- Secure Inference Resilient Against Malicious Clients☆14May 3, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆52Jul 14, 2021Updated 4 years ago
- Antchain-MPC is a library of MPC (Multi-Parties Computation)☆61Dec 26, 2023Updated 2 years ago
- A Three Party MPC framework for Machine learning and Databases☆213Feb 27, 2026Updated 2 months ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Oct 6, 2020Updated 5 years ago
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)☆21Jun 27, 2023Updated 2 years ago
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆11Jan 27, 2023Updated 3 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Oct 1, 2019Updated 6 years ago
- A framework for Privacy Preserving Machine Learning☆1,642Nov 23, 2024Updated last year
- SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keepin…☆323Apr 22, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Versatile framework for multi-party computation☆1,147Mar 31, 2026Updated last month
- Common MPC Pitfalls☆12Apr 23, 2026Updated last week
- ☆68Sep 16, 2018Updated 7 years ago
- MCSI☆13Nov 2, 2021Updated 4 years ago
- Implementation of protocols in SecureNN.☆132Oct 8, 2022Updated 3 years ago
- Benchmarks for various multi-party computation frameworks☆18Oct 28, 2024Updated last year
- A Parallel Secure Machine Learning Framework on GPUs☆21Nov 17, 2021Updated 4 years ago
- ☆40Nov 8, 2024Updated last year
- FLUTE: Fast and Secure Lookup Table Evaluations☆28Apr 15, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Practical Privacy-Preserving K-means Clustering (PETS-2020)☆34Jun 10, 2021Updated 4 years ago
- A framework for secure, handy, accurate, and fast transformer inference☆27Aug 29, 2025Updated 8 months ago
- The repo of "Coral: Maliciously Secure Computation Framework for Packed and Mixed Circuits" (CCS 2024)☆12Sep 6, 2024Updated last year
- Materials about Privacy-Preserving Machine Learning☆265Feb 2, 2026Updated 2 months ago
- A fast, portable, and easy to use Oblivious Transfer Library☆493Apr 23, 2026Updated last week
- (ICLR 2023 Spotlight) MPCFormer: fast, performant, and private transformer inference with MPC☆102Jun 12, 2023Updated 2 years ago
- A Privacy-Preserving Framework Based on TensorFlow☆552Apr 26, 2022Updated 4 years ago
- MPC team of Security Group in HITSZ☆19Apr 19, 2026Updated last week
- FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …☆59Apr 23, 2026Updated last week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆13Apr 3, 2024Updated 2 years ago
- A secure aggregation system for private federated learning☆52Mar 21, 2026Updated last month
- ☆19Jan 12, 2022Updated 4 years ago
- A Cryptographic Inference Service for Neural Networks☆132Jul 22, 2024Updated last year
- Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)☆56Jul 24, 2023Updated 2 years ago
- Private Inference on Transformer☆30Jun 13, 2023Updated 2 years ago
- ☆110Dec 14, 2021Updated 4 years ago