| Privacy-preserving deep learning with homomorphic encryption: An introduction A Falcetta, M Roveri IEEE Computational Intelligence Magazine 17 (3), 14-25, 2022 | 51 | 2022 |
| A privacy-preserving distributed architecture for deep-learning-as-a-service S Disabato, A Falcetta, A Mongelluzzo, M Roveri 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 24 | 2020 |
| A first step towards a streaming linked data life-cycle R Tommasini, M Ragab, A Falcetta, ED Valle, S Sakr The Semantic Web–ISWC 2020: 19th International Semantic Web Conference …, 2020 | 15 | 2020 |
| CNAS: Constrained Neural Architecture Search M Gambella, A Falcetta, M Roveri 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2022 | 7 | 2022 |
| Privacy-preserving time series prediction with temporal convolutional neural networks A Falcetta, M Roveri 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 5 | 2022 |
| Bootstrapping the Publication of Linked Data Streams. R Tommasini, M Ragab, A Falcetta, E Della Valle, S Sakr ISWC (Satellites), 29-32, 2019 | 3 | 2019 |
| EVAD: encrypted vibrational anomaly detection with homomorphic encryption A Falcetta, M Roveri Neural Computing and Applications 36 (13), 7359-7372, 2024 | 2 | 2024 |
| GreenTea: Time-series Exploration as-a-Service for environmental science F Puoti, A Falcetta, M Roveri, D Riva, D Chiggiato 2023 IEEE Conference on Artificial Intelligence (CAI), 311-313, 2023 | 2 | 2023 |
| Enhancing Privacy-Preserving Cancer Classification with Convolutional Neural Networks AAF Colombo, L Colombo, A Falcetta, M Roveri Biocomputing 2025: Proceedings of the Pacific Symposium, 565-579, 2024 | 1 | 2024 |
| TIFeD: a Tiny Integer-based Federated learning algorithm with Direct feedback alignment L Colombo, A Falcetta, M Roveri Proceedings of the Third International Conference on AI-ML Systems, 1-8, 2023 | 1 | 2023 |
| To personalize or not to personalize? Soft personalization and the ethics of ML for health A Falcetta, M Pavan, S Canali, V Schiaffonati, M Roveri 2023 IEEE 10th International Conference on Data Science and Advanced …, 2023 | 1 | 2023 |
| Training Encrypted Neural Networks on Encrypted Data with Fully Homomorphic Encryption L Colombo, A Falcetta, M Roveri Proceedings of the 12th Workshop on Encrypted Computing & Applied …, 2023 | | 2023 |
| T4C: A Framework for Time-Series Clustering-as-a-Service A Falcetta, M Roveri CEUR WORKSHOP PROCEEDINGS 3252, 1-10, 2022 | | 2022 |
| A privacy-preserving distributed architecture for deep-learning-as-a-service A FALCETTA Politecnico di Milano, 2019 | | 2019 |
