dasec / unlinkability-metric
Implementation of the local and global unlinkability metrics for biometric template protection systems
☆19Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for unlinkability-metric
- Code for the Secure Triplet Loss approach for biometric template security.☆10Updated 3 years ago
- Implementation for iris biometric template protection based on NTRU homomorphic encryption.☆11Updated 2 years ago
- ☆16Updated 4 years ago
- ☆41Updated 4 years ago
- Machine/deep learning papers that address the topic of privacy in visual data.☆74Updated last year
- Official repository of the paper Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors☆20Updated last year
- Code of ”Comprehensive Competition Mechanism in Palmprint Recognition“ (Accepted by IEEE TIFS)☆27Updated 3 months ago
- Tricks for Accelerating (encrypted) Prediction As a Service☆19Updated 5 years ago
- Privacy mechanisms for decentralized fingerprint-based authentication☆11Updated 4 years ago
- Watermarking Deep Neural Networks (USENIX 2018)☆91Updated 4 years ago
- PyEER is a python package for biometric systems performance evaluation. Includes ROC, DET, FNMR, FMR and CMC curves plotting, scores dist…☆59Updated 9 months ago
- This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defe…☆122Updated 3 years ago
- Tensorflow implementation of Fast Geometrically-Perturbed Adversarial Faces☆24Updated 2 years ago
- Official Implementation of the CVPR'20 paper 'Π-nets: Deep Polynomial Neural Networks' and its T-PAMI-21 extension.☆168Updated last year
- MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders☆16Updated last year
- ☆33Updated last year
- ☆15Updated 6 years ago
- Medical data is often highly sensitive in terms of data privacy and security concerns. Federated learning, one type of machine learn- ing…☆18Updated 2 years ago
- Implementation of Deep Print, a Deep Learning based fixed-length Fingerprint Representation extractor, and various experiments with such …☆16Updated 9 months ago
- Code for paper "Towards Privacy-Preserving, Real-Time and Lossless Feature Matching"☆12Updated 2 years ago
- This project is an implementation of our IJCAI 2021 paper "Adv-Makeup: A New Imperceptible and Transferable Attack on Face Recognition", …☆71Updated last year
- Proof of concept for CryptoDL made for BigSec course @ EURECOM☆19Updated 5 years ago
- A library for running membership inference attacks against ML models☆139Updated last year
- Adversarial Defense, Adversarial Attack, Face Recognition, Learnable PCA, Pytorch☆15Updated 2 years ago
- VGG-Face Descriptor port to pytorch☆93Updated 5 years ago
- [NeurIPS 2019] This is the code repo of our novel passport-based DNN ownership verification schemes, i.e. we embed passport layer into va…☆79Updated last year
- [Python] Code repository for the paper "A Deep Adversarial Framework for Visually Explainable Periocular Recognition" - CVPR 2021 Biometr…☆15Updated 2 years ago
- Cryptographic Key Generation from Biometric Data☆13Updated 6 years ago
- ☆15Updated last year
- Differentially Private Deep Learning in PyTorch☆27Updated 3 years ago