yamanalab / PP-CNNLinks
Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference
☆48Updated 4 years ago
Alternatives and similar repositories for PP-CNN
Users that are interested in PP-CNN are comparing it to the libraries listed below
Sorting:
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆82Updated last year
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆39Updated 3 years ago
- ☆109Updated 3 years ago
- ☆67Updated 7 years ago
- Materials about Privacy-Preserving Machine Learning☆259Updated last month
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆48Updated 9 months ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆88Updated 4 years ago
- Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption☆42Updated 2 years ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆34Updated 4 years ago
- Experimental Code for Private Decision Tree Evaluation☆16Updated 2 years ago
- ☆34Updated 3 years ago
- Homomorphic matrix computation☆43Updated 6 years ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Updated 4 years ago
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆97Updated 3 years ago
- ☆37Updated last year
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆64Updated 8 months ago
- Implementation of protocols in Falcon☆95Updated last year
- Team CEA-EPFL-Inpher: code for the iDash 2018 competition☆22Updated 7 years ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Updated 5 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- Privacy -preserving Neural Networks☆79Updated 6 years ago
- Secure Logistic Regression based on Homomorphic Encryption☆43Updated 6 years ago
- Piranha: A GPU Platform for Secure Computation☆101Updated 2 years ago
- Implementation of protocols in SecureNN.☆131Updated 3 years ago
- Crypto-Convolutional Neural Network library written on top of SEAL 2.3.1☆14Updated 6 years ago
- A Python library for fully homomorphic encryption☆108Updated 3 years ago
- Client/Server framework for encrypted machine learning using homomorphic encryption☆43Updated 4 years ago
- My Final Year Project using Microsoft SEAL: Logistic Regression over Encrypted Data.☆32Updated 4 years ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆20Updated 3 weeks ago