Ferretti, S; D'Angelo, G; Ghini, V; Tomasone, Mb, Detecting Smart Contract Vulnerabilities using Transformers and LLMs, in: IEEE Annual Conference on Pervasive Computing and Communications Workshops (PerCom), 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE COMPUTER SOC, 2025, pp. 7 - 12 (atti di: 2025 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2025, USA, 2025) [Contribution to conference proceedings]
Ferretti, S.; D'Angelo, G.; Ghini, V., Enhancing Anti-Money Laundering Frameworks: An Application of Graph Neural Networks in Cryptocurrency Transaction Classification, «IEEE ACCESS», 2025, 13, pp. 50201 - 50215 [Scientific article]Open Access
Serena, Luca; Manzoni, Pietro; Marzolla, Moreno; D'Angelo, Gabriele; Ferretti, Stefano, Incentivizing Crowdsensing in IoT through Micropayments: A Simulation Study, in: SAC '25: Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, New York, Association for Computing Machinery, 2025, pp. 679 - 686 (atti di: SAC '25: 40th ACM/SIGAPP Symposium on Applied Computing, Catania, 2025/3/31 - 2025/4/4) [Contribution to conference proceedings]Open Access
Sirocchi, C.; Biancucci, F.; Suffian, M.; Benedetti, R.; Donati, M.; Ferretti, S.; Bogliolo, A.; Magnani, M.; Menotta, M.; Montagna, S., Molecular Fingerprints-Based Machine Learning for Metabolic Profiling, in: Communications in Computer and Information Science, Springer Science and Business Media Deutschland GmbH, 2025, 2136, pp. 103 - 111 (atti di: Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2023, ita, 2023) [Contribution to conference proceedings]
Palmirani, Monica; Papalia, Ludovico; Bomprezzi, Chantal; Arruzzoli, Arianna; Zichichi, Mirko; Ferretti, Stefano, Multi-level Architecture for Separation of Powers in Legislative Process, in: Proceedings of the Seventh Distributed Ledger Technology Workshop (DLT2025), 2025, pp. 1 - 13 (atti di: Proceedings of the Seventh Distributed Ledger Technology Workshop (DLT2025), Pizzo (VV), 12-14 giugno 2025) [Contribution to conference proceedings]
D'Angelo, Gabriele; Ferretti, Stefano; Marzolla, Moreno, Performance Evaluation of a Self-Clustering Heuristic for Adaptive PADS, in: 2025 29th International Symposium on Distributed Simulation and Real Time Applications (DS-RT), Los Alamitos, CA, IEEE Computer Society, 2025, pp. 1 - 8 (atti di: 29th International Symposium on Distributed Simulation and Real Time Applications (DS-RT), Prague, Czech Republic, Sept. 17 2025 to Sept. 19 2025) [Contribution to conference proceedings]
Montagna, Sara; Ferretti, Stefano; Klopfenstein, Lorenz Cuno; Ungolo, Michelangelo; Pengo, Martino Francesco; Aguzzi, Gianluca; Magnini, Matteo, Privacy-preserving LLM-based chatbots for hypertensive patient self-management, «SMART HEALTH», 2025, 36, Article number: 100552 , pp. 1 - 13 [Scientific article]Open Access
Aguzzi, G.; Magnini, M.; Farahmand, A.; Ferretti, S.; Pengo, M. F.; Montagna, S., RAG-Enhanced Open SLMs for Hypertension Management Chatbots, «JOURNAL OF MEDICAL SYSTEMS», 2025, 49, Article number: 159 , pp. 1 - 15 [Scientific article]
Ferretti, S.; D'Angelo, G.; Bao, T.; Zhang, L., Special issue on “Fintech and decentralized finance”, «ELEKTRONISCHE MÄRKTE», 2025, 35, Article number: 87 , pp. 1 - 3 [Scientific article]
Rossini, Martina; Ferretti, Stefano, A Comparative Evaluation of Deep Learning Techniques for Smart Contract Vulnerability Classification, «DISTRIBUTED LEDGER TECHNOLOGIES», 2024, 1, pp. 1 - 21 [Scientific article]
Munir S.; Ferretti S.; Malick R.A.S., A Framework for Knowledge Representation Integrated with Dynamic Network Analysis, in: Lecture Notes in Networks and Systems, Springer Science and Business Media Deutschland GmbH, 2024, 960, pp. 35 - 49 (atti di: International Conference on Emerging Trends and Applications in Artificial Intelligence, ICETAI 2023, tur, 2023) [Contribution to conference proceedings]
Munir, S.; Malick, R. A. S.; Ferretti, S., A Network Analysis-Driven Framework for Factual Explainability of Knowledge Graphs, «IEEE ACCESS», 2024, 12, pp. 28071 - 28082 [Scientific article]Open Access
Marasi S.; Ferretti S., Anti-Money Laundering in Cryptocurrencies Through Graph Neural Networks: A Comparative Study, in: Proceedings - IEEE Consumer Communications and Networking Conference, CCNC, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 272 - 277 (atti di: 21st IEEE Consumer Communications and Networking Conference, CCNC 2024, usa, 2024) [Contribution to conference proceedings]
Aguzzi, G.; Magnini, M.; Salcuni, G. P.; Ferretti, S.; Montagna, S., Applying Retrieval-Augmented Generation on Open LLMs for a Medical Chatbot Supporting Hypertensive Patients, in: Proceedings of the 3rd AIxIA Workshop on Artificial Intelligence ForHealthcare (HC@AIxIA 2024) co-located with the 23rd InternationalConference of the Italian Association for Artificial Intelligence(AIxIA 2024), Bolzano, Italy, 27-28 November 2024, CEUR-WS.org, 2024, 3880, pp. 189 - 201 (atti di: 3rd AIxIA Workshop on Artificial Intelligence ForHealthcare (HC@AIxIA 2024) co-located with the 23rd InternationalConference of the Italian Association for Artificial Intelligence(AIxIA 2024), Bolzano, Italy, 27-28 November 2024) [Contribution to conference proceedings]Open Access
Ferretti, S.; D'Angelo, G., Client/Server Gaming Architectures, in: Encyclopedia of Computer Graphics and Games, Cham, Switzerland, Springer International Publishing, 2024, pp. 319 - 320 [Chapter or essay]
