rtaiello

asi_2022

This repository containts the labs and the final homewrok for the University course Advanced Statistical Inference @ Eurecom

big-data-taxi-fare-amount

BigData: The goal is to be able to create a model capable of predicting the taxi fare in New York.

distributed_common_modulus

Implementation of Sections 3.1, 3.2 and 3.3 of "An implementation of the Paillier crypto system with threshold decryption without a trusted dealer"

fds_2020

Final Project - Master's course of Fundamentals of Data Science a.y. 2019/20

glucose-prediction

keys_distribution

let_them_drop

Official Repository of the paper "Let Them Drop: Scalable and Efficient Secure Federated Learning Solutions Agnostic to Client Stragglers "

nusmv-goal-controller

Project of Formal Methods, Sapienza University of Rome.

pp_dipy

Extension of Dipy with Privacy Enhancing Technologies

pp_image_registration

Privacy Preserving Image Registration

rtaiello/big-data-taxi-fare-amount

BigData: The goal is to be able to create a model capable of predicting the taxi fare in New York.

rtaiello/pp_image_registration

Privacy Preserving Image Registration

rtaiello/let_them_drop

Official Repository of the paper "Let Them Drop: Scalable and Efficient Secure Federated Learning Solutions Agnostic to Client Stragglers "

rtaiello/distributed_common_modulus

Implementation of Sections 3.1, 3.2 and 3.3 of "An implementation of the Paillier crypto system with threshold decryption without a trusted dealer"

rtaiello/glucose-prediction

rtaiello/asi_2022

This repository containts the labs and the final homewrok for the University course Advanced Statistical Inference @ Eurecom

rtaiello/fds_2020

Final Project - Master's course of Fundamentals of Data Science a.y. 2019/20

rtaiello/keys_distribution

rtaiello/concurrent_systems_2021

Homeworks - Master's course of Concurrent System a.y. 2020/2021

rtaiello/crypten_lr_clear_model

rtaiello/mlcs_2020

Homeworks - Master's course of Mathematical Logic for Computer Science a.y. 2019/20

rtaiello/pp_dipy

Extension of Dipy with Privacy Enhancing Technologies

rtaiello/rispeva-supervised-ml-predictions

rtaiello/ppir_pc

rtaiello/CrypTen

A framework for Privacy Preserving Machine Learning

rtaiello/distributed_keygen

TNO MPC Lab - Protocols - Distributed Keygen

rtaiello/Federated-Learning-PyTorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

rtaiello/FedLab

A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

rtaiello/flower

Flower: A Friendly Federated Learning Framework

rtaiello/lattigo

A library for lattice-based multiparty homomorphic encryption in Go

rtaiello/learning-to-learn

Learning to Learn in TensorFlow

rtaiello/MP-SPDZ

Versatile framework for multi-party computation

rtaiello/Naive-Bayes

Implements Naive Bayes and Gaussian Naive Bayes Machine learning Classification algorithms from scratch in Python.

rtaiello/nn-template

Generic template to bootstrap your PyTorch project with PyTorch Lightning, Hydra, W&B, and DVC.

rtaiello/nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

rtaiello/Pyfhel

PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in Python, with NumPy compatibility. Uses SEAL/PALISADE as backends, implemented using Cython.

rtaiello/python-register

Linear and non-linear image registration methods, using scipy and numpy.

rtaiello/pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

rtaiello/rtaiello.github.io

rtaiello/Soft-morph