inspire-lab / CryptoDL
Privacy-preserving Deep Learning based on homomorphic encryption (HE)
☆33Updated 3 years ago
Alternatives and similar repositories for CryptoDL:
Users that are interested in CryptoDL are comparing it to the libraries listed below
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 4 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆38Updated 2 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆81Updated 3 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆52Updated 3 years ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆78Updated 8 months ago
- ☆12Updated 3 years ago
- ☆67Updated 6 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- ☆104Updated 3 years ago
- A Cryptographic Inference Service for Neural Networks☆128Updated 8 months ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Updated 3 years ago
- Homomorphic matrix computation☆42Updated 5 years ago
- Privacy -preserving Neural Networks☆79Updated 6 years ago
- ☆32Updated 2 years ago
- Piranha: A GPU Platform for Secure Computation☆93Updated last year
- Secure Aggregation for FL☆34Updated last year
- Experimental Code for Private Decision Tree Evaluation☆12Updated last year
- ☆32Updated last month
- ☆36Updated 4 months ago
- Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption☆37Updated 2 years ago
- Implementation of protocols in SecureNN.☆130Updated 2 years ago
- ☆54Updated 2 years ago
- ☆30Updated 4 years ago
- Privacy preserving vertical federated learning for tree-based models☆26Updated 3 years ago
- ☆19Updated 3 years ago
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆80Updated 2 years ago
- My Final Year Project using Microsoft SEAL: Logistic Regression over Encrypted Data.☆31Updated 3 years ago
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆46Updated 3 weeks ago
- A secure aggregation system for private federated learning☆39Updated 10 months ago
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆25Updated 9 months ago