Code repository for the paper at USENIX Security'24
☆38Jul 11, 2026Updated 2 months ago
Alternatives and similar repositories for MD-ML
Users that are interested in MD-ML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- implementation of seren☆12Dec 8, 2024Updated last year
- The repo of "Coral: Maliciously Secure Computation Framework for Packed and Mixed Circuits" (CCS 2024)☆12Sep 6, 2024Updated 2 years ago
- Function-Dependent Preprocessing in MOTION☆14May 7, 2026Updated 4 months ago
- Function secret sharing (FSS) primitives including distributed point/comparison function (DPF/DCF)☆34Sep 2, 2026Updated 3 weeks ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Oct 6, 2020Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆216Feb 25, 2025Updated last year
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Jul 14, 2021Updated 5 years ago
- Private Inference on Transformer☆30Jun 13, 2023Updated 3 years ago
- 上海交通大学开题报告/中期报告LaTeX模板(非官方) Shanghai Jiao Tong University LaTeX templates for thesis proposals and annual reports (unofficial)☆191Aug 24, 2026Updated last month
- A framework for generic hybrid two-party computation and private inference with neural networks☆32Feb 26, 2023Updated 3 years ago
- Implementation of protocols in Falcon☆94Jul 30, 2024Updated 2 years ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆20Dec 24, 2025Updated 9 months ago
- ☆17Oct 16, 2024Updated last year
- This is a threshold SM2 signature program.☆13Jun 6, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆40Nov 8, 2024Updated last year
- Privacy -preserving Neural Networks☆79Dec 21, 2018Updated 7 years ago
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)☆22Jun 27, 2023Updated 3 years ago
- A Three Party MPC framework for Machine learning and Databases☆215Feb 27, 2026Updated 6 months ago
- Improved Constructions for Distributed Multi-Point Functions - accepted to IEEE S&P 2025☆21Mar 20, 2026Updated 6 months ago
- Code for the paper: Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions☆12Mar 13, 2024Updated 2 years ago
- SecureML Introduction☆10Aug 12, 2023Updated 3 years ago
- Repository for collection of research papers on multi-party learning.☆34Aug 9, 2023Updated 3 years ago
- Versatile framework for multi-party computation☆1,185Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A framework for secure, handy, accurate, and fast transformer inference☆30Aug 29, 2025Updated last year
- [USENIX Security'24] Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning☆21Apr 28, 2025Updated last year
- ☆450Apr 28, 2026Updated 4 months ago
- Piranha: A GPU Platform for Secure Computation☆107Apr 2, 2023Updated 3 years ago
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆20Nov 8, 2022Updated 3 years ago
- Implementation of Distributed function secret sharing and applications☆17Jun 17, 2026Updated 3 months ago
- A fast, portable, and easy to use Oblivious Transfer Library☆503Sep 7, 2026Updated 2 weeks ago
- ACM CCS 2026 Between-Cycle Transparency Report☆21Apr 20, 2026Updated 5 months ago
- ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation☆498Jul 17, 2026Updated 2 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A page containing many useful links.☆29Sep 6, 2024Updated 2 years ago
- Crypto and networking utils used for ABY and OTExtension☆19Jul 17, 2026Updated 2 months ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Oct 28, 2021Updated 4 years ago
- DPF and PIR based on DPF in C++☆22Mar 4, 2021Updated 5 years ago
- An MHE-based MPC framework☆16Sep 14, 2026Updated last week
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆18Aug 8, 2024Updated 2 years ago
- SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning☆48Aug 18, 2023Updated 3 years ago