3 papers
cs.LG2026
Integrating Homomorphic Encryption and Synthetic Data in FL for Privacy and Learning Quality
Yenan Wang, Carla Fabiana Chiasserini, Elad Michael Schiller
Federated learning (FL) enables collaborative training of machine learning models without sharing sensitive client data, making it a cornerstone for privacy-critical applications.…
cs.IT2025
Joint Communication and Sensing in OTFS-based UAV Networks
Alessandro Nordio, Carla Fabiana Chiasserini, Emanuele Viterbo
We consider the problem of accurately localizing unmanned aerial vehicles (UAV) in 3D space where the UAVs are part of a swarm and communicate with each other through orthogona…
cs.NI2025
Distributed Asynchronous Service Deployment in the Edge-Cloud Multi-tier Network
Itamar Cohen, Paolo Giaccone, Carla Fabiana Chiasserini
In an edge-cloud multi-tier network, datacenters provide services to mobile users, with each service having specific latency constraints and computational requirements. Deploying s…