dasec / iris-he-ntru-btp
Implementation for iris biometric template protection based on NTRU homomorphic encryption.
☆11Updated 3 years ago
Alternatives and similar repositories for iris-he-ntru-btp:
Users that are interested in iris-he-ntru-btp are comparing it to the libraries listed below
- Implementation of the local and global unlinkability metrics for biometric template protection systems☆19Updated 5 years ago
- Privacy mechanisms for decentralized fingerprint-based authentication☆11Updated 4 years ago
- Python implementation of "Somewhat Practical Fully Homomorphic Encryption"☆20Updated 4 years ago
- Code for the Secure Triplet Loss approach for biometric template security.☆10Updated 3 years ago
- 📊 Privacy Preserving Medical Data Analytics using Secure Multi Party Computation. An End-To-End Use Case. A. Giannopoulos, D. Mouris M.S…☆20Updated last year
- A collection of Python scripts that I used while working with NBIS to carry out some of the bulk work.☆12Updated 5 years ago
- Cryptographic Key Generation from Biometric Data☆13Updated 6 years ago
- Secure outsourcing of image editing to untrusted cloud environments by implementing Paillier's Homomorphic Cryptosystem and extending it …☆41Updated 4 years ago
- Applying Laplace and exponential mechanisms to add random noise to data for differential privacy. Plotting MSE vs. epsilon.☆28Updated 4 years ago
- A Python implementation of fuzzy extractor.☆56Updated last year
- Medical data is often highly sensitive in terms of data privacy and security concerns. Federated learning, one type of machine learn- ing…☆20Updated 2 years ago
- ☆35Updated last year
- Tricks for Accelerating (encrypted) Prediction As a Service☆19Updated 5 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 3 years ago
- FingerFlow is an end-to-end deep learning Python framework for fingerprint minutiae manipulation built on top of Keras - TensorFlow high-…☆20Updated 2 years ago
- 基于全同态加密的安全人脸识别系统/Secure Face Recognition System based on Fully Homomorphic Encryption☆141Updated last year
- Code of ”Comprehensive Competition Mechanism in Palmprint Recognition“ (Accepted by IEEE TIFS)☆33Updated 5 months ago
- Privacy-Preserving Deep Learning via Additively Homomorphic Encryption☆67Updated 4 years ago
- Watermarking against model extraction attacks in MLaaS. ACM MM 2021.☆33Updated 3 years ago
- Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…☆27Updated 3 years ago
- Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/16…☆42Updated 3 years ago
- This repository provides python code for privacy preserving image classification based on fully homomorphic encryption (FHE).☆13Updated 5 years ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆77Updated 6 months ago
- The official implementation of the IEEE S&P`22 paper "SoK: How Robust is Deep Neural Network Image Classification Watermarking".☆109Updated last year
- WAFFLE: Watermarking in Federated Learning☆17Updated last year
- Improved DP-SGD for optimizing☆17Updated 5 years ago
- This repo contains code/learning resources related to Homomorphic Encryption.☆29Updated 5 years ago
- Implementation of the Model Inversion Attack introduced with Model Inversion Attacks that Exploit Confidence Information and Basic Counte…☆82Updated last year
- Implementation of Deep Print, a Deep Learning based fixed-length Fingerprint Representation extractor, and various experiments with such …☆17Updated last year
- A Python implementation of CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy☆30Updated 4 years ago