| 2025 | ICST | Privacy-Preserving in Federated Learning: A Comparison between Differential Privacy and Homomorphic Encryption across Different Scenarios. | Alessio Catalfamo, Maria Fazio, Antonio Celesti, Massimo Villari |
| 2024 | ICCS | Machine Learning Workflows in the Computing Continuum for Environmental Monitoring. | Alessio Catalfamo, Atakan Aral, Ivona Brandic, Ewa Deelman, Massimo Villari |
| 2024 | ISCC | Flower Full-Compliant Implementation of Federated Learning with Homomorphic Encryption. | Alessio Catalfamo, Lorenzo Carnevale, Marco Garofalo, Massimo Villari |
| 2024 | ISCC | Web-Centric Federated Learning over the Cloud-Edge Continuum Leveraging ONNX and WASM. | Marco Garofalo, Mario Colosi, Alessio Catalfamo, Massimo Villari |
| 2024 | UCC | Enabling Flower for Federated Learning in Web Browsers in the Cloud-Edge-Client Continuum. | Mario Colosi, Alessio Catalfamo, Marco Garofalo, Massimo Villari |
| 2023 | COMPSAC | Optimized NLP Models for Digital Twins in Metaverse. | Valeria Lukaj, Alessio Catalfamo, Maria Fazio, Antonio Celesti, Massimo Villari |
| 2023 | ISCC | A NoSQL DBMS Transparent Data Encryption Approach for Cloud/Edge Continuum. | Valeria Lukaj, Alessio Catalfamo, Francesco Martella, Maria Fazio, Massimo Villari, Antonio Celesti |
| 2023 | ISCC | 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 |
| 2023 | UCC | Federated Learning on Raspberry Pi 4: A Comprehensive Power Consumption Analysis. | Serena Sebbio, Gabriele Morabito, Alessio Catalfamo, Lorenzo Carnevale, Maria Fazio |
| 2022 | CCGRID | A Distributed Peer to Peer Identity and Access Management for the Osmotic Computing. | Christian Sicari, Alessio Catalfamo, Antonino Galletta, Massimo Villari |
| 2022 | ISCC | A Platform for Federated Learning on the Edge: a Video Analysis Use Case. | Alessio Catalfamo, Antonio Celesti, Maria Fazio, Giovanni Randazzo, Massimo Villari |
| 2022 | UCC | 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 |
| 2021 | ISCC | MuoviMe: Secure Access to Sustainable Mobility Services in Smart City. | Alessio Catalfamo, Maria Fazio, Francesco Martella, Antonio Celesti, Massimo Villari |
| 2021 | ISCC | 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 |