Stars
Official Repository of the paper "Let Them Drop: Scalable and Efficient Secure Federated Learning Solutions Agnostic to Client Stragglers "
A secure aggregation system for private federated learning
Pure-Rust implementation of the UC-secure "Tiresias: Scalable, Maliciously Secure Threshold Paillier"
Simulation Framework for Evaluating the Concrete Scalability of Secure Aggregation Protocols
"Personalised Short-Term Glucose Prediction via Recurrent Self-Attention Network" in CBMS 2021
Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.
Intel Paillier Cryptosystem Library is an open-source library which provides accelerated performance of a partial homomorphic encryption (HE), named Paillier cryptosystem, by utilizing Intel® IPP-C…
Official code for Continuous-Time Functional Diffusion Processes (NeurIPS 2023).
TNO PET Lab - secure Multi-Party Computation (MPC) - Encryption Schemes - Paillier
A python library for ElGamal-based threshold decryption.
A collaborative learning framework for empowering biomedical research
A Python implementation of the threshold variant of the Damgard-Jurik cryptosystem.
Get ready to meet Fauno - the Italian language model crafted by the RSTLess Research Group from the Sapienza University of Rome.
37 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 20 datasets.
Domain adaptation made easy. Fully featured, modular, and customizable.
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
Code implementation for FedHarmony (MICCAI 2022)
This is the development repository for the OpenFHE library. The current (stable) version is v1.2.1 (released on September 10, 2024).
DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical imag…
TNO PET Lab - secure Multi-Party Computation (MPC) - Protocols - Distributed Keygen
Database Reasoning Over Text project for ACL paper
Interactive visualization of Gaussian processes
Notebooks for Advanced Statistical Inference(ASI) course at EURECOM
This repository contains the official code of the research paper Study on transfer learning capabilities for pneumonia classification in chest-x-rays images pubblished at the Computer Methods and P…