FERRETTI, STEFANO
FERRETTI, STEFANO
DISI - DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Docenti di ruolo di Ia fascia
Detecting Smart Contract Vulnerabilities using Transformers and LLMs
2025 Ferretti, S; D'Angelo, G; Ghini, V; Tomasone, Mb
Enhancing Anti-Money Laundering Frameworks: An Application of Graph Neural Networks in Cryptocurrency Transaction Classification
2025 Ferretti, S.; D'Angelo, G.; Ghini, V.
Incentivizing Crowdsensing in IoT through Micropayments: A Simulation Study
2025 Serena, Luca; Manzoni, Pietro; Marzolla, Moreno; D'Angelo, Gabriele; Ferretti, Stefano
Molecular Fingerprints-Based Machine Learning for Metabolic Profiling
2025 Sirocchi, C.; Biancucci, F.; Suffian, M.; Benedetti, R.; Donati, M.; Ferretti, S.; Bogliolo, A.; Magnani, M.; Menotta, M.; Montagna, S.
Multi-level Architecture for Separation of Powers in Legislative Process
2025 Palmirani, Monica; Papalia, Ludovico; Bomprezzi, Chantal; Arruzzoli, Arianna; Zichichi, Mirko; Ferretti, Stefano
Performance Evaluation of a Self-Clustering Heuristic for Adaptive PADS
2025 D'Angelo, Gabriele; Ferretti, Stefano; Marzolla, Moreno
Privacy-preserving LLM-based chatbots for hypertensive patient self-management
2025 Montagna, Sara; Ferretti, Stefano; Klopfenstein, Lorenz Cuno; Ungolo, Michelangelo; Pengo, Martino Francesco; Aguzzi, Gianluca; Magnini, Matteo
RAG-Enhanced Open SLMs for Hypertension Management Chatbots
2025 Aguzzi, G.; Magnini, M.; Farahmand, A.; Ferretti, S.; Pengo, M. F.; Montagna, S.
Special issue on “Fintech and decentralized finance”
2025 Ferretti, S.; D'Angelo, G.; Bao, T.; Zhang, L.
A Comparative Evaluation of Deep Learning Techniques for Smart Contract Vulnerability Classification
2024 Rossini, Martina; Ferretti, Stefano
A Framework for Knowledge Representation Integrated with Dynamic Network Analysis
2024 Munir S.; Ferretti S.; Malick R.A.S.
A Network Analysis-Driven Framework for Factual Explainability of Knowledge Graphs
2024 Munir, S.; Malick, R. A. S.; Ferretti, S.
Anti-Money Laundering in Cryptocurrencies Through Graph Neural Networks: A Comparative Study
2024 Marasi S.; Ferretti S.
Applying Retrieval-Augmented Generation on Open LLMs for a Medical Chatbot Supporting Hypertensive Patients
2024 Aguzzi, G.; Magnini, M.; Salcuni, G. P.; Ferretti, S.; Montagna, S.
Client/Server Gaming Architectures
2024 Ferretti, S.; D'Angelo, G.
Cloud for Gaming
2024 D'Angelo, Gabriele; Ferretti, Stefano; Marzolla, Moreno
Combining artificial intelligence and conventional statistics to predict bronchopulmonary dysplasia in very preterm infants using routinely collected clinical variables
2024 Montagna, Sara; Magno, Dalila; Ferretti, Stefano; Stelluti, Michele; Gona, Andrea; Dionisi, Camilla; Simonazzi, Giuliana; Martini, Silvia; Corvaglia, Luigi; Aceti, Arianna
Correction to: Predicting metabolic responses in genetic disorders via structural representation in machine learning (Progress in Artificial Intelligence, (2024), 10.1007/s13748-024-00338-9)
2024 Sirocchi, C.; Biancucci, F.; Suffian, M.; Donati, M.; Ferretti, S.; Bogliolo, A.; Magnani, M.; Menotta, M.; Montagna, S.
Cryptocurrency Turmoil: Unraveling the Collapse of a Unified Stablecoin (USTC) through Twitter as a Passive Sensor
2024 Ferretti, S.; Furini, M.
DbKB a knowledge graph dataset for diabetes: A system biology approach
2024 Malick R.A.S.; Munir S.; Jami S.I.; Rauf S.; Ferretti S.; Cherifi H.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Detecting Smart Contract Vulnerabilities using Transformers and LLMs | Ferretti, S; D'Angelo, G; Ghini, V; Tomasone, Mb | 2025-01-01 | - | IEEE COMPUTER SOC | 4.01 Contributo in Atti di convegno | - |
| Enhancing Anti-Money Laundering Frameworks: An Application of Graph Neural Networks in Cryptocurrency Transaction Classification | Ferretti, S.; D'Angelo, G.; Ghini, V. | 2025-01-01 | IEEE ACCESS | - | 1.01 Articolo in rivista | Enhancing_Anti-Money_Laundering_Frameworks_An_Application_of_Graph_Neural_Networks_in_Cryptocurrency_Transaction_Classification.pdf |
| Incentivizing Crowdsensing in IoT through Micropayments: A Simulation Study | Serena, Luca; Manzoni, Pietro; Marzolla, Moreno; D'Angelo, Gabriele; Ferretti, Stefano | 2025-01-01 | - | Association for Computing Machinery | 4.01 Contributo in Atti di convegno | sac25-3672608.3707814.pdf |
| Molecular Fingerprints-Based Machine Learning for Metabolic Profiling | Sirocchi, C.; Biancucci, F.; Suffian, M.; Benedetti, R.; Donati, M.; Ferretti, S.; Bogliolo, A.; ...Magnani, M.; Menotta, M.; Montagna, S. | 2025-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | _ECML_PKDD__MARBLE_Camera_Ready (1).pdf |
| Multi-level Architecture for Separation of Powers in Legislative Process | Palmirani, Monica; Papalia, Ludovico; Bomprezzi, Chantal; Arruzzoli, Arianna; Zichichi, Mirko; Fe...rretti, Stefano | 2025-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Performance Evaluation of a Self-Clustering Heuristic for Adaptive PADS | D'Angelo, Gabriele; Ferretti, Stefano; Marzolla, Moreno | 2025-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | - |
| Privacy-preserving LLM-based chatbots for hypertensive patient self-management | Montagna, Sara; Ferretti, Stefano; Klopfenstein, Lorenz Cuno; Ungolo, Michelangelo; Pengo, Martin...o Francesco; Aguzzi, Gianluca; Magnini, Matteo | 2025-01-01 | SMART HEALTH | - | 1.01 Articolo in rivista | 1-s2.0-S2352648325000133-main.pdf |
| RAG-Enhanced Open SLMs for Hypertension Management Chatbots | Aguzzi, G.; Magnini, M.; Farahmand, A.; Ferretti, S.; Pengo, M. F.; Montagna, S. | 2025-01-01 | JOURNAL OF MEDICAL SYSTEMS | - | 1.01 Articolo in rivista | - |
| Special issue on “Fintech and decentralized finance” | Ferretti, S.; D'Angelo, G.; Bao, T.; Zhang, L. | 2025-01-01 | ELEKTRONISCHE MÄRKTE | - | 1.01 Articolo in rivista | - |
| A Comparative Evaluation of Deep Learning Techniques for Smart Contract Vulnerability Classification | Rossini, Martina; Ferretti, Stefano | 2024-01-01 | DISTRIBUTED LEDGER TECHNOLOGIES | - | 1.01 Articolo in rivista | - |
| A Framework for Knowledge Representation Integrated with Dynamic Network Analysis | Munir S.; Ferretti S.; Malick R.A.S. | 2024-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | - |
| A Network Analysis-Driven Framework for Factual Explainability of Knowledge Graphs | Munir, S.; Malick, R. A. S.; Ferretti, S. | 2024-01-01 | IEEE ACCESS | - | 1.01 Articolo in rivista | A_Network_Analysis-Driven_Framework_for_Factual_Explainability_of_Knowledge_Graphs.pdf |
| Anti-Money Laundering in Cryptocurrencies Through Graph Neural Networks: A Comparative Study | Marasi S.; Ferretti S. | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Applying Retrieval-Augmented Generation on Open LLMs for a Medical Chatbot Supporting Hypertensive Patients | Aguzzi, G.; Magnini, M.; Salcuni, G. P.; Ferretti, S.; Montagna, S. | 2024-01-01 | - | CEUR-WS.org | 4.01 Contributo in Atti di convegno | paper17.pdf |
| Client/Server Gaming Architectures | Ferretti, S.; D'Angelo, G. | 2024-01-01 | - | Springer International Publishing | 2.01 Capitolo / saggio in libro | - |
| Cloud for Gaming | D'Angelo, Gabriele; Ferretti, Stefano; Marzolla, Moreno | 2024-01-01 | - | Springer International Publishing | 2.01 Capitolo / saggio in libro | - |
| Combining artificial intelligence and conventional statistics to predict bronchopulmonary dysplasia in very preterm infants using routinely collected clinical variables | Montagna, Sara; Magno, Dalila; Ferretti, Stefano; Stelluti, Michele; Gona, Andrea; Dionisi, Camil...la; Simonazzi, Giuliana; Martini, Silvia; Corvaglia, Luigi; Aceti, Arianna | 2024-01-01 | PEDIATRIC PULMONOLOGY | - | 1.01 Articolo in rivista | Pediatric Pulmonology - 2024 - Montagna - Combining artificial intelligence and conventional statistics to predict.pdf |
| Correction to: Predicting metabolic responses in genetic disorders via structural representation in machine learning (Progress in Artificial Intelligence, (2024), 10.1007/s13748-024-00338-9) | Sirocchi, C.; Biancucci, F.; Suffian, M.; Donati, M.; Ferretti, S.; Bogliolo, A.; Magnani, M.; Me...notta, M.; Montagna, S. | 2024-01-01 | PROGRESS IN ARTIFICIAL INTELLIGENCE | - | 1.01 Articolo in rivista | - |
| Cryptocurrency Turmoil: Unraveling the Collapse of a Unified Stablecoin (USTC) through Twitter as a Passive Sensor | Ferretti, S.; Furini, M. | 2024-01-01 | SENSORS | - | 1.01 Articolo in rivista | sensors-24-01270.pdf |
| DbKB a knowledge graph dataset for diabetes: A system biology approach | Malick R.A.S.; Munir S.; Jami S.I.; Rauf S.; Ferretti S.; Cherifi H. | 2024-01-01 | DATA IN BRIEF | - | 1.01 Articolo in rivista | - |