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anomaly_detect_lstm_vae

Keras implementation of LSTM-VAE model for anomaly detection

computer_si_transformativecomputing

csq_data

Signal Quality database (Long occupancy events). Database for paper: “Is someone moving around my cell-phone? Tracing cellular signals for passive motion detection,” Proc. of IEEE International Conference on Pervasive Computing and Communications (PerCom), DOI: 10.1109/PERCOMW.2017.7917509

csq_database

This repository contains a data base of Cell Signal Quality samples obtained from 4 COTS cellphones. Data shows the dynamics of the cellular signal, and how these can be affected by the presence of human body nearby.

device-free-localization

database (RSS and CSI)

em-informed_generative_model_training

generation of diffraction model samples through a pre-trained C-VAE network

federated

Federated Learning package

federated-1

A framework for implementing federated learning

federated-dql

federated_learning_carbon_footprint

Code examples for evaluation of FL carbon footprints. Include example on MNIST dataset, a custom radar dataset and Federated Reinforcement Learning

fl_mqtt-1

Code of the paper: B. Camajori Tedeschini et al., "Decentralized Federated Learning for Healthcare Networks: A Case Study on Tumor Segmentation," in IEEE Access, doi: 10.1109/ACCESS.2022.3141913.

generative_diffraction_model

generates RF attenuation samples according to a diffraction model using a pre-trained C-VAE network

immuni-app-android

Official repository for the Android version of the immuni application

thz_radars

Database for FMCW THz radars (HR workspace)

trustroke-fl-algorithms

FL algorithms for TRUSTroke project and research.