| Model aggregation techniques in federated learning: A comprehensive survey P Qi, D Chiaro, A Guzzo, M Ianni, G Fortino, F Piccialli Future Generation Computer Systems 150, 272-293, 2024 | 151 | 2024 |
| Fast and effective Big Data exploration by clustering M Ianni, E Masciari, GM Mazzeo, M Mezzanzanica, C Zaniolo Future generation computer systems 102, 84-94, 2020 | 67 | 2020 |
| A survey of big data dimensions vs social networks analysis M Ianni, E Masciari, G Sperlí Journal of Intelligent Information Systems 57, 73-100, 2021 | 65 | 2021 |
| Predicting activities of daily living via temporal point processes: Approaches and experimental results G Fortino, A Guzzo, M Ianni, F Leotta, M Mecella Computers & Electrical Engineering 96, 107567, 2021 | 34 | 2021 |
| Big data techniques for supporting accurate predictions of energy production from renewable sources M Ceci, R Corizzo, F Fumarola, M Ianni, D Malerba, G Maria, E Masciari, ... Proceedings of the 19th international database engineering & applications …, 2015 | 31 | 2015 |
| FL-Enhance: A federated learning framework for balancing non-IID data with augmented and shared compressed samples D Chiaro, E Prezioso, M Ianni, F Giampaolo Information Fusion 98, 101836, 2023 | 22 | 2023 |
| An advanced data fabric architecture leveraging homomorphic encryption and federated learning SA Rieyan, MRK News, ABMM Rahman, SA Khan, STJ Zaarif, MGR Alam, ... Information Fusion 102, 102004, 2024 | 21* | 2024 |
| Exploiting marked temporal point processes for predicting activities of daily living G Fortino, A Guzzo, M Ianni, F Leotta, M Mecella 2020 IEEE International Conference on Human-Machine Systems (ICHMS), 1-6, 2020 | 19 | 2020 |
| Identification and prediction of attacks to industrial control systems using temporal point processes G Fortino, C Greco, A Guzzo, M Ianni Journal of Ambient Intelligence and Humanized Computing 14 (5), 4771-4783, 2023 | 17 | 2023 |
| Modeling and efficiently detecting security-critical sequences of actions A Guzzo, M Ianni, A Pugliese, D Saccà Future Generation Computer Systems 113, 196-206, 2020 | 15 | 2020 |
| Demystifying machine learning models of massive IoT attack detection with Explainable AI for sustainable and secure future smart cities RK Muna, MI Hossain, MGR Alam, MM Hassan, M Ianni, G Fortino Internet of Things 24, 100919, 2023 | 12 | 2023 |
| Neural network based temporal point processes for attack detection in industrial control systems G Fortino, C Greco, A Guzzo, M Ianni 2022 IEEE International Conference on Cyber Security and Resilience (CSR …, 2022 | 11 | 2022 |
| Scout: Security by computing outliers on activity logs M Ianni, E Masciari Computers & Security 132, 103355, 2023 | 9 | 2023 |
| Clustering goes big: Clubs-p, an algorithm for unsupervised clustering around centroids tailored for big data applications M Ianni, E Masciari, GM Mazzeo, C Zaniolo 2018 26th Euromicro international conference on parallel, distributed and …, 2018 | 9 | 2018 |
| Tarnhelm: Isolated, Transparent & Confidential Execution of Arbitrary Code in ARM's TrustZone D Quarta, M Ianni, A Machiry, Y Fratantonio, E Gustafson, D Balzarotti, ... Proceedings of the 2021 Research on offensive and defensive techniques in …, 2021 | 8 | 2021 |
| Distributed computing by leveraging and rewarding idling user resources from P2P networks N Cassavia, S Flesca, M Ianni, E Masciari, C Pulice Journal of Parallel and Distributed Computing 122, 81-94, 2018 | 8 | 2018 |
| A compact encoding of security logs for high performance activity detection M Ianni, E Masciari 2021 29th Euromicro International Conference on Parallel, Distributed and …, 2021 | 7 | 2021 |
| Some experiments on high performance anomaly detection M Ianni, E Masciari 2022 30th Euromicro international conference on parallel, distributed and …, 2022 | 5 | 2022 |
| Explaining binary obfuscation C Greco, M Ianni, A Guzzo, G Fortino 2023 IEEE International Conference on Cyber Security and Resilience (CSR), 22-27, 2023 | 4 | 2023 |
| DKSM: A Decentralized Kerberos Secure Service-Management Protocol for Internet of Things J Chen, H Xiao, Y Zheng, MM Hassan, M Ianni, A Guzzo, G Fortino Internet of Things 23, 100871, 2023 | 3 | 2023 |
Elio MasciariUniversità Federico II Napoli確認したメール アドレス: unina.it