yamanalab / PP-CNN
Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference
☆48Updated 3 years ago
Alternatives and similar repositories for PP-CNN:
Users that are interested in PP-CNN are comparing it to the libraries listed below
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆77Updated 5 months ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆38Updated 2 years ago
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆43Updated 5 months ago
- ☆66Updated 6 years ago
- ☆103Updated 3 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆79Updated 3 years ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆33Updated 3 years ago
- Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption☆32Updated 2 years ago
- Implementation of protocols in Falcon☆93Updated 5 months ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- Experimental Code for Private Decision Tree Evaluation☆12Updated last year
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆52Updated 3 years ago
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆75Updated 2 years ago
- MPC team of Security Group in HITSZ☆20Updated 4 months ago
- Materials about Privacy-Preserving Machine Learning☆234Updated 6 months ago
- ☆36Updated 2 months ago
- ☆31Updated 2 years ago
- Privacy -preserving Neural Networks☆78Updated 6 years ago
- Secure Logistic Regression based on Homomorphic Encryption☆43Updated 5 years ago
- Homomorphic Logistic Regression on Encrypted Data☆48Updated 5 years ago
- Implementation of protocols in SecureNN.☆128Updated 2 years ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆18Updated 3 years ago
- Paper Notes in MPC with Applications to PPML☆64Updated 9 months ago
- Piranha: A GPU Platform for Secure Computation☆91Updated last year
- Homomorphic matrix computation☆41Updated 5 years ago
- Team CEA-EPFL-Inpher: code for the iDash 2018 competition☆21Updated 6 years ago
- ☆22Updated 3 months ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- A Python library for fully homomorphic encryption☆100Updated 2 years ago
- A compiled list of resources and materials for PPML☆9Updated 2 years ago