andru47 / smkheLinks
Single & Multi Key Homomorphic Encryption Library
☆19Updated 3 years ago
Alternatives and similar repositories for smkhe
Users that are interested in smkhe are comparing it to the libraries listed below
Sorting:
- Multi‐key homomorphic encryption based on MKCKKS☆20Updated 3 years ago
- Paper Notes in MPC with Applications to PPML☆70Updated last year
- Repository for collection of research papers on multi-party learning.☆32Updated 2 years ago
- Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆32Updated last month
- Materials about Privacy-Preserving Machine Learning☆254Updated 5 months ago
- ☆121Updated last year
- Privacy preserving vertical federated learning for tree-based models☆27Updated 3 years ago
- SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning☆40Updated last year
- A secure aggregation system for private federated learning☆41Updated last year
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Updated 3 months ago
- personal implementation of secure aggregation protocol☆46Updated last year
- ☆88Updated 5 years ago
- Homomorphic Encryption and Federated Learning based Privacy-Preserving☆72Updated 2 years ago
- ☆37Updated 9 months ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆88Updated 6 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 4 years ago
- Secure Aggregation for FL☆35Updated last year
- ☆14Updated 2 years ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆80Updated last year
- Medical data is often highly sensitive in terms of data privacy and security concerns. Federated learning, one type of machine learn- ing…☆23Updated 3 years ago
- Secure Aggregation for Federated Learning with Malicious Actors☆25Updated 2 years ago
- MPC team of Security Group in HITSZ☆20Updated this week
- Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…☆31Updated 4 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆39Updated 2 years ago
- Code repository for the paper at USENIX Security'24☆30Updated last year
- Implementation of protocols in Falcon☆95Updated last year
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- Privacy-Preserving Deep Learning via Additively Homomorphic Encryption☆70Updated 4 years ago
- Cryptographically Secure Aggregation for Federated Learning☆11Updated 2 years ago