Alessio Catalfamo

According to our database, Alessio Catalfamo authored at least 17 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2025

Privacy-Preserving in Federated Learning: A Comparison between Differential Privacy and Homomorphic Encryption across Different Scenarios.

Alessio Catalfamo, Maria Fazio, Antonio Celesti, Massimo Villari

Proceedings of the IEEE International Conference on Software Testing, Verification and Validation, ICST 2025 - Workshops, Naples, Italy, March 31, 2025

2024

Enabling Flower for Federated Learning in Web Browsers in the Cloud-Edge-Client Continuum.

Mario Colosi, Alessio Catalfamo, Marco Garofalo, Massimo Villari

Proceedings of the 17th IEEE/ACM International Conference on Utility and Cloud Computing, 2024

Web-Centric Federated Learning over the Cloud-Edge Continuum Leveraging ONNX and WASM.

Marco Garofalo, Mario Colosi, Alessio Catalfamo, Massimo Villari

Proceedings of the IEEE Symposium on Computers and Communications, 2024

Flower Full-Compliant Implementation of Federated Learning with Homomorphic Encryption.

Alessio Catalfamo, Lorenzo Carnevale, Marco Garofalo, Massimo Villari

Proceedings of the IEEE Symposium on Computers and Communications, 2024

Machine Learning Workflows in the Computing Continuum for Environmental Monitoring.

Alessio Catalfamo, Atakan Aral, Ivona Brandic, Ewa Deelman, Massimo Villari

Proceedings of the Computational Science - ICCS 2024, 2024

Federated Objective: Assessing Client Truthfulness in Federated Learning.

Marco Garofalo, Alessio Catalfamo, Mario Colosi, Massimo Villari

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Federated Learning on Raspberry Pi 4: A Comprehensive Power Consumption Analysis.

Serena Sebbio, Gabriele Morabito, Alessio Catalfamo, Lorenzo Carnevale, Maria Fazio

Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

TEMA: Event Driven Serverless Workflows Platform for Natural Disaster Management.

Christian Sicari, Alessio Catalfamo, Lorenzo Carnevale, Antonino Galletta, Daniel Balouek-Thomert, Manish Parashar, Massimo Villari

Proceedings of the IEEE Symposium on Computers and Communications, 2023

A NoSQL DBMS Transparent Data Encryption Approach for Cloud/Edge Continuum.

Valeria Lukaj, Alessio Catalfamo, Francesco Martella, Maria Fazio, Massimo Villari, Antonio Celesti

Proceedings of the IEEE Symposium on Computers and Communications, 2023

Optimized NLP Models for Digital Twins in Metaverse.

Valeria Lukaj, Alessio Catalfamo, Maria Fazio, Antonio Celesti, Massimo Villari

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Secure and Energy Efficient Filtered Over-the-Air Internet of Things Setup in a Wireless Mesh Network for Firmware Freshness.

Lorenzo Carnevale, Annamaria Ficara, Alessio Catalfamo, Antonino Galletta, Maria Fazio, Massimo Villari

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Scaling Data Analysis Services in an Edge-based Federated Learning Environment.

Alessio Catalfamo, Lorenzo Carnevale, Antonino Galletta, Francesco Martella, Antonio Celesti, Maria Fazio, Massimo Villari

Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing, 2022

A Platform for Federated Learning on the Edge: a Video Analysis Use Case.

Alessio Catalfamo, Antonio Celesti, Maria Fazio, Giovanni Randazzo, Massimo Villari

Proceedings of the IEEE Symposium on Computers and Communications, 2022

A Homomorphic Encryption Service to Secure Data Processing in a Cloud/Edge Continuum Context.

Alessio Catalfamo, Antonio Celesti, Maria Fazio, Massimo Villari

Proceedings of the 9th International Conference on Future Internet of Things and Cloud, 2022

A Distributed Peer to Peer Identity and Access Management for the Osmotic Computing.

Christian Sicari, Alessio Catalfamo, Antonino Galletta, Massimo Villari

Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2021

A Microservices and Blockchain Based One Time Password (MBB-OTP) Protocol for Security-Enhanced Authentication.

Alessio Catalfamo, Armando Ruggeri, Antonio Celesti, Maria Fazio, Massimo Villari

Proceedings of the IEEE Symposium on Computers and Communications, 2021

MuoviMe: Secure Access to Sustainable Mobility Services in Smart City.

Alessio Catalfamo, Maria Fazio, Francesco Martella, Antonio Celesti, Massimo Villari

Proceedings of the IEEE Symposium on Computers and Communications, 2021