LogLog space version of MinHash by combining ideas from HyperLogLog and b-bit MinHash

A naïve implementation of a feature-transformation biometric template protection scheme based on simple XOR comparison. This is not meant for practical use, but for educational purposes as an intro…

Implemented a robust biometric security system utilizing the Fuzzy Vault Technique to lock and encrypt biometrics such as fngerprints and palmprints with a unique key. Employed Polynomial Reconstr…

This repo contains code/learning resources related to Homomorphic Encryption.

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

A python library for the fully homomorphic encryption scheme ACES

Medical data is often highly sensitive in terms of data privacy and security concerns. Federated learning, one type of machine learn- ing techniques, has been started to use for the improvement of …

Homomorphic Encryption and Federated Learning based Privacy-Preserving

Privacy-preserving Machine Learning using Homomorphic Encryption

Secure Privacy Preserving Logistic Regression Based on Homomorphic Encryption Using TenSEAL for Medical Data

A graph algorithm implemented in privacy-preserving manner using homomorphic encryption (Microsoft EVA)

Implementing Homomorphic-Encryption for Privacy Preserving Machine Learning

Privacy-Preserving Machine Learning with Fully Homomorphic Encryption

This repository includes the Python implementation of a biometric authentication scheme using the proposed graph ML method.

The source code and dataset are used to demonstrate the DF model, and reproduce the results of the ACM CCS2018 paper

Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search.

The official codebase for `Deep Collaborative Graph Hashing for Discriminative Image Retrieval`

Source code of "Deep Rank Hashing Network for Cancellable Face Identification"

Federated Learning with Differential Privacy and Homomorphic Encryption.

evaluation of fingernet pose estimation: data and code

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

Classify the pores and backgrounds in fingerprint image