Privacy -preserving Neural Networks
☆78Dec 21, 2018Updated 7 years ago
Alternatives and similar repositories for minionn
Users that are interested in minionn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Oct 6, 2020Updated 5 years ago
- Implementation of protocols in SecureNN.☆130Oct 8, 2022Updated 3 years ago
- Private Decision Tree Evaluation protocols☆12Jun 9, 2020Updated 6 years ago
- ☆68Sep 16, 2018Updated 7 years ago
- A Three Party MPC framework for Machine learning and Databases☆211Feb 27, 2026Updated 4 months 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.
- A framework for generic hybrid two-party computation and private inference with neural networks☆32Feb 26, 2023Updated 3 years ago
- ☆16Aug 31, 2021Updated 4 years ago
- Function-Dependent Preprocessing in MOTION☆14May 7, 2026Updated 2 months ago
- Function secret sharing (FSS) primitives including distributed point/comparison function (DPF/DCF)☆32Jul 19, 2026Updated last week
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Oct 1, 2019Updated 6 years ago
- ☆40Nov 8, 2024Updated last year
- ☆450Apr 28, 2026Updated 2 months ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆20Dec 24, 2025Updated 7 months ago
- Implementation of protocols in Falcon☆94Jul 30, 2024Updated last year
- AI Agents on 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.
- Oblivious Transfer, Oblivious Transfer Extension and Variations☆188Updated this week
- A Cryptographic Inference Service for Neural Networks☆132Jul 22, 2024Updated 2 years ago
- ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation☆495Jul 17, 2026Updated last week
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Oct 28, 2021Updated 4 years ago
- Code repository for the paper at USENIX Security'24☆38Jul 11, 2026Updated 2 weeks ago
- Secure Aggregation for FL☆39Nov 25, 2023Updated 2 years ago
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆11Jan 27, 2023Updated 3 years ago
- An efficient, user-friendly, modular, and extensible framework for mixed-protocol secure multi-party computation with two or more parties☆93Jul 20, 2023Updated 3 years ago
- Versatile framework for multi-party computation☆1,168Jul 6, 2026Updated 2 weeks 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.
- 📊 Privacy Preserving Medical Data Analytics using Secure Multi Party Computation. An End-To-End Use Case. A. Giannopoulos, D. Mouris M.S…☆19Dec 5, 2023Updated 2 years ago
- The repo of "Coral: Maliciously Secure Computation Framework for Packed and Mixed Circuits" (CCS 2024)☆12Sep 6, 2024Updated last year
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆52Jul 14, 2021Updated 5 years ago
- SecureML Introduction☆10Aug 12, 2023Updated 2 years ago
- 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
- ☆216Feb 25, 2025Updated last year
- ☆21May 29, 2026Updated last month
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆113Jul 20, 2023Updated 3 years ago
- Benchmarks for various multi-party computation frameworks☆18Oct 28, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A fast, portable, and easy to use Oblivious Transfer Library☆503Jun 10, 2026Updated last month
- A framework for secure, handy, accurate, and fast transformer inference☆29Aug 29, 2025Updated 10 months ago
- ☆13Jun 11, 2021Updated 5 years ago
- A Framework for Encrypted Machine Learning in TensorFlow☆1,243Sep 25, 2024Updated last year
- A framework for Privacy Preserving Machine Learning☆1,649Nov 23, 2024Updated last year
- Library for performing Function Secret Sharing (FSS)☆97Nov 15, 2018Updated 7 years ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆83Jul 23, 2024Updated 2 years ago