Code repository for the paper at USENIX Security'24
☆37Aug 11, 2024Updated last year
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:
- The repo of "Coral: Maliciously Secure Computation Framework for Packed and Mixed Circuits" (CCS 2024)☆12Sep 6, 2024Updated last year
- Function-Dependent Preprocessing in MOTION☆14Nov 27, 2023Updated 2 years ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Oct 6, 2020Updated 5 years ago
- Implementation of protocols in the paper titled "Scalable Multi-Party Computation Protocols for Machine Learning in the Honest-Majority S…☆31Feb 15, 2025Updated last year
- 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)☆159Jan 25, 2026Updated 2 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Private Inference on Transformer☆30Jun 13, 2023Updated 2 years ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆20Dec 24, 2025Updated 3 months ago
- ☆16Oct 16, 2024Updated last year
- ☆215Feb 25, 2025Updated last year
- ☆39Nov 8, 2024Updated last year
- FLUTE: Fast and Secure Lookup Table Evaluations☆28Apr 15, 2024Updated last year
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)☆21Jun 27, 2023Updated 2 years ago
- Code for the paper: Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions☆11Mar 13, 2024Updated 2 years ago
- SecureML Introduction☆10Aug 12, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Official implementation of the USENIX Security 2024 paper ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks.☆23Dec 6, 2023Updated 2 years ago
- Improved Constructions for Distributed Multi-Point Functions - accepted to IEEE S&P 2025☆18Updated this week
- [USENIX Security'24] Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning☆21Apr 28, 2025Updated 10 months ago
- Piranha: A GPU Platform for Secure Computation☆104Apr 2, 2023Updated 2 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆31Feb 26, 2023Updated 3 years ago
- Implementation of protocols in Falcon☆95Jul 30, 2024Updated last year
- Privacy -preserving Neural Networks☆79Dec 21, 2018Updated 7 years ago
- Implementation of Distributed function secret sharing and applications☆15May 10, 2025Updated 10 months ago
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆20Nov 8, 2022Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keepin…☆318Updated this week
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆54Feb 3, 2025Updated last year
- A Three Party MPC framework for Machine learning and Databases☆212Feb 27, 2026Updated 3 weeks ago
- Versatile framework for multi-party computation☆1,137Mar 18, 2026Updated last week
- ☆21Oct 14, 2022Updated 3 years ago
- A framework for secure, handy, accurate, and fast transformer inference☆26Aug 29, 2025Updated 6 months ago
- Crypto and networking utils used for ABY and OTExtension☆19Jul 6, 2021Updated 4 years ago
- A page containing many useful links.☆26Sep 6, 2024Updated last year
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Oct 28, 2021Updated 4 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …☆57Jan 24, 2026Updated 2 months ago
- Circuit PSI using garbled cuckoo filter☆11Dec 21, 2022Updated 3 years ago
- ☆443Jun 19, 2024Updated last year
- ☆22Oct 1, 2018Updated 7 years ago
- A two-party secure function evaluation using Yao's garbled circuit protocol☆79Jun 12, 2024Updated last year
- Code that accompanies the paper "Lightweight Techniques for Private Heavy Hitters" at IEEE S&P 2021.☆29Jul 16, 2023Updated 2 years ago
- Maintain a list of open source libraries of cryptographic excellence☆62Nov 21, 2025Updated 4 months ago