Code repository for the paper at USENIX Security'24
☆38Jul 11, 2026Updated 3 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
- Implementation of protocols in the paper titled "Scalable Multi-Party Computation Protocols for Machine Learning in the Honest-Majority S…☆36Feb 15, 2025Updated 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 5 months ago
- Function secret sharing (FSS) primitives including distributed point/comparison function (DPF/DCF)☆34Sep 2, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Oct 6, 2020Updated 6 years ago
- ☆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)☆198Updated this week
- 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☆95Jul 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
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This is a threshold SM2 signature program.☆13Jun 6, 2024Updated 2 years ago
- ☆40Nov 8, 2024Updated last year
- FLUTE: Fast and Secure Lookup Table Evaluations☆28Apr 15, 2024Updated 2 years ago
- 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 7 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
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Implementation of protocols in SecureNN.☆130Oct 8, 2022Updated 4 years ago
- Repository for collection of research papers on multi-party learning.☆34Aug 9, 2023Updated 3 years ago
- Versatile framework for multi-party computation☆1,190Oct 7, 2026Updated last week
- A framework for secure, handy, accurate, and fast transformer inference☆30Oct 6, 2026Updated last week
- [USENIX Security'24] Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning☆21Apr 28, 2025Updated last year
- ☆450Apr 28, 2026Updated 5 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
- 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.
- A fast, portable, and easy to use Oblivious Transfer Library☆503Sep 24, 2026Updated 3 weeks ago
- ACM CCS 2026 Between-Cycle Transparency Report☆21Apr 20, 2026Updated 5 months ago
- SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keepin…☆329Updated this week
- ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation☆499Jul 17, 2026Updated 2 months ago
- A page containing many useful links.☆28Sep 6, 2024Updated 2 years ago
- Official implementation of the USENIX Security 2024 paper ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks.☆25Dec 6, 2023Updated 2 years ago
- Crypto and networking utils used for ABY and OTExtension☆19Jul 17, 2026Updated 2 months ago