MechFroG88 / PyMIFELinks
Functional encryption library for python
☆21Updated last year
Alternatives and similar repositories for PyMIFE
Users that are interested in PyMIFE are comparing it to the libraries listed below
Sorting:
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)☆21Updated 2 years ago
- Implementation of protocols in the paper titled "Scalable Multi-Party Computation Protocols for Machine Learning in the Honest-Majority S…☆31Updated 11 months ago
- ☆20Updated last year
- Efficient and Interactive Zero-Knowledge Proofs☆103Updated 2 months ago
- Materials about Privacy-Preserving Machine Learning☆263Updated 4 months ago
- ☆38Updated last year
- An efficient, user-friendly, modular, and extensible framework for mixed-protocol secure multi-party computation with two or more parties☆91Updated 2 years ago
- Implementation for the protocols described in https://eprint.iacr.org/2023/1700☆14Updated last year
- ☆10Updated last year
- Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehens…☆218Updated last year
- Secure Aggregation for FL☆37Updated 2 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆32Updated 2 years ago
- Secure Aggregation for Federated Learning with Malicious Actors☆28Updated 3 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- 该项目实现了隐私保护和可验证的卷积神经网络(CNN)测试, 旨在使模型开发者能够在多个测试者提供的非公开数据上向用户证明CNN性能的真实性,同时保护模型和数据的隐私。☆15Updated 2 years ago
- A tiny, educational library for secure multi-party computation (in pure Python).☆97Updated 2 years ago
- ☆10Updated 2 years ago
- A secure aggregation system for private federated learning☆47Updated last year
- ☆39Updated 2 years ago
- Paper Notes in MPC with Applications to PPML☆71Updated last year
- Implementation of protocols in Falcon☆95Updated last year
- Practical Privacy-Preserving K-means Clustering (PETS-2020)☆35Updated 4 years ago
- A two-party secure function evaluation using Yao's garbled circuit protocol☆78Updated last year
- Repository for collection of research papers on multi-party learning.☆34Updated 2 years ago
- ☆129Updated 5 months ago
- The reference implementation of SimplePIR and DoublePIR, accompanying the paper "One Server for the Price of Two: Simple and Fast Single-…☆98Updated 3 years ago
- Implementation of Multi-Key Homomorphic Encryption [KKLSS22]☆17Updated 2 years ago
- Semi-honest Two Party Computation Based on Garbled Circuits.☆81Updated 2 months ago
- High Performance Implementation of Secure Multiparty Computation protocols☆28Updated 2 weeks ago
- ☆240Updated 2 months ago