Archivio Istituzionale della RicercaGIORDANO, DANILO
GIORDANO, DANILO
Dipartimento di Automatica e Informatica
023616
Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models
2026 De Santis, Francesco; Bich, Philippe; Ciravegna, Gabriele; Barbiero, Pietro; Cerquitelli &, Tania; Giordano, Danilo
V-CEM: Bridging Performance and Intervenability in Concept-Based Models
2026 De Santis, Francesco; Ciravegna, Gabriele; Bich, Philippe; Giordano, Danilo; Cerquitelli, Tania
CFA-Bench: Cybersecurity Forensic Llm Agent Benchmark and Testing
2025 De Santis, Francesco; Huang, Kai; Valentim, Rodolfo; Giordano, Danilo; Mellia, Marco; Houidi, Zied Ben; Rossi, Dario
MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash Transactions
2025 Paoletti, Giordano; Giobergia, Flavio; Giordano, Danilo; Cagliero, Luca; Ronchiadin, Silvia; Moncalvo, Dario; Mellia, Marco; Baralis, Elena
Monitoring Web QoE in Satellite Networks from Passive Measurements
2024 Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Perdices, Daniel; Mellia, Marco
GLEm-Net: Unified Framework for Data Reduction with Categorical and Numerical Features
2023 DE SANTIS, Francesco; Giordano, Danilo; Mellia, Marco; Damilano, Alessia
A first look at starlink performance
2022 Michel, François; Trevisan, Martino; Giordano, Danilo; Bonaventure, Olivier
Demand Model Generation from Traces: Adaptive KDE Data-Driven Optimization
2022 Pinna, Maurizio; Vassio, Luca; Giordano, Danilo; Mellia, Marco
Legal Entity Disambiguation for Financial Crime Detection
2022 Fior, Jacopo; Favale, Thomas; Cagliero, Luca; Giordano, Danilo; Mellia, Marco; Baralis, Elena; Ronchiadin, Silvia; Baracco, Paolo; Moncalvo, Dario
What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring
2022 Favale, Thomas; Giordano, Danilo; Drago, Idilio; Mellia, Marco
When satellite is all you have: watching the internet from 550 ms
2022 Perdices, Daniel; Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Mellia, Marco
Benefits of Relocation on E-scooter Sharing - a Data-Informed Approach
2021 Tolomei, Leonardo; Fiorini, Stefano; Ciociola, Alessandro; Vassio, Luca; Giordano, Danilo; Mellia, Marco
Environmental and Economic Comparison of ICEV and EV in Car Sharing
2021 Fassio, Edoardo; Ciociola, Alessandro; Giordano, Danilo; Noussan, Michel; Vassio, Luca; Mellia, Marco
Measuring HTTP/3: Adoption and Performance
2021 Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Khatouni, Ali Safari
An Open Dataset of Operational Mobile Networks
2020 Safari Khatouni, Ali; Trevisan, Martino; Giordano, Danilo; Rajiullah, Mohammad; Alfredsson, Stefan; Brunstrom, Anna; Midoglu, Cise; Alay, Özgü
E-Scooter Sharing: Leveraging Open Data for System Design
2020 Ciociola, Alessandro; Cocca, Michele; Giordano, Danilo; Vassio, Luca; Mellia, Marco
Impact of Charging Infrastructure and Policies on Electric Car Sharing Systems
2020 Ciociola, Alessandro; Markudova, Dena; Vassio, Luca; Giordano, Danilo; Mellia, Marco; Meo, Michela
On Scalability of Electric Car Sharing in Smart Cities
2020 Barulli, Michelangelo; Ciociola, Alessandro; Cocca, Michele; Vassio, Luca; Giordano, Danilo; Mellia, Marco
Realistic testing of RTC applications under mobile networks
2020 Perna, Gianluca; Trevisan, Martino; Giordano, Danilo
A machine learning application for latency prediction in operational 4G networks
2019 Khatouni, A. S.; Soro, F.; Giordano, D.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models / De Santis, Francesco; Bich, Philippe; Ciravegna, Gabriele; Barbiero, Pietro; Cerquitelli &, Tania; Giordano, Danilo. - 16015:(2026), pp. 478-494. ( European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) Porto (PRT) September 15–19, 2025) [10.1007/978-3-032-06066-2_28]. | 1-gen-2026 | Francesco De SantisPhilippe BichGabriele CiravegnaDanilo Giordano + | 978-3-032-06066-2_28.pdf; _ECML25__Learnable_Concept_Based_Model.pdf |
| V-CEM: Bridging Performance and Intervenability in Concept-Based Models / De Santis, Francesco; Ciravegna, Gabriele; Bich, Philippe; Giordano, Danilo; Cerquitelli, Tania. - 2576:(2026), pp. 48-67. ( 3rd World Conference on Explainable Artificial Intelligence, xAI 2025 Istanbul (TUR) July 9–11, 2025) [10.1007/978-3-032-08317-3_3]. | 1-gen-2026 | Francesco De SantisGabriele CiravegnaPhilippe BichDanilo GiordanoTania Cerquitelli | 978-3-032-08317-3_3.pdf |
| CFA-Bench: Cybersecurity Forensic Llm Agent Benchmark and Testing / De Santis, Francesco; Huang, Kai; Valentim, Rodolfo; Giordano, Danilo; Mellia, Marco; Houidi, Zied Ben; Rossi, Dario. - (2025), pp. 217-225. ( 2025 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) Venice (ITA) 30 June - 04 July 2025) [10.1109/eurospw67616.2025.00031]. | 1-gen-2025 | De Santis, FrancescoHuang, KaiValentim, RodolfoGiordano, DaniloMellia, MarcoRossi, Dario + | CFA-Bench_Cybersecurity_Forensic_Llm_Agent_Benchmark_and_Testing.pdf; CFABench_Agent_Foresics.pdf |
| MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash Transactions / Paoletti, Giordano; Giobergia, Flavio; Giordano, Danilo; Cagliero, Luca; Ronchiadin, Silvia; Moncalvo, Dario; Mellia, Marco; Baralis, Elena. - 2:(2025), pp. 4751-4760. (Intervento presentato al convegno KDD '25: The 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining tenutosi a Toronto ON (CAN) nel August 3 - 7, 2025) [10.1145/3711896.3737244]. | 1-gen-2025 | Giordano PaolettiFlavio GiobergiaDanilo GiordanoLuca CaglieroMarco MelliaElena Baralis + | 3711896.3737244.pdf |
| Monitoring Web QoE in Satellite Networks from Passive Measurements / Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Perdices, Daniel; Mellia, Marco. - (2024), pp. 669-676. ( 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC) Las Vegas (USA) 06-09 January 2024) [10.1109/ccnc51664.2024.10454720]. | 1-gen-2024 | Perna, GianlucaTrevisan, MartinoGiordano, DaniloMellia, Marco + | Monitoring_Web_QoE_in_Satellite_Networks_from_Passive_Measurements.pdf; SatCom_QoE_CCNC.pdf |
| GLEm-Net: Unified Framework for Data Reduction with Categorical and Numerical Features / DE SANTIS, Francesco; Giordano, Danilo; Mellia, Marco; Damilano, Alessia. - ELETTRONICO. - (2023), pp. 4240-4247. ( 2023 IEEE International Conference on Big Data (Big Data) Sorrento, Italy 15-18 December 2023) [10.1109/BigData59044.2023.10386901]. | 1-gen-2023 | Francesco De SantisDanilo GiordanoMarco MelliaAlessia Damilano | Desantis_Bigdata.pdf; GLEm-Net_Unified_Framework_for_Data_Reduction_with_Categorical_and_Numerical_Features.pdf |
| A first look at starlink performance / Michel, François; Trevisan, Martino; Giordano, Danilo; Bonaventure, Olivier. - ELETTRONICO. - (2022), pp. 130-136. ( Internet Measurement Conference (IMC) Nizza (FRA) 25-27 Ottobre 2022) [10.1145/3517745.3561416]. | 1-gen-2022 | Trevisan, MartinoGiordano, Danilo + | Starlink_characterization.pdf; 3517745.3561416.pdf |
| Demand Model Generation from Traces: Adaptive KDE Data-Driven Optimization / Pinna, Maurizio; Vassio, Luca; Giordano, Danilo; Mellia, Marco. - ELETTRONICO. - (2022), pp. 48-54. (Intervento presentato al convegno 6th International Conference on Smart Grid and Smart Cities (ICSGSC) nel 22-24 October 2022) [10.1109/ICSGSC56353.2022.9963018]. | 1-gen-2022 | Pinna, MaurizioVassio, LucaGiordano, DaniloMellia, Marco | Demand_Model_Generation_from_Traces_Adaptive_KDE_Data-Driven_Optimization.pdf |
| Legal Entity Disambiguation for Financial Crime Detection / Fior, Jacopo; Favale, Thomas; Cagliero, Luca; Giordano, Danilo; Mellia, Marco; Baralis, Elena; Ronchiadin, Silvia; Baracco, Paolo; Moncalvo, Dario. - ELETTRONICO. - (2022), pp. 6639-6641. ( 2022 IEEE International Conference on Big Data (Big Data) Osaka, Japan 17-20 December 2022) [10.1109/BigData55660.2022.10020700]. | 1-gen-2022 | Fior, JacopoFavale, ThomasCagliero, LucaGiordano, DaniloMellia, MarcoBaralis, Elena + | Legal_Entity_Disambiguation_for_Financial_Crime_Detection.pdf; Legal_Entity_Disambiguation_for_Financial_Crime_Detection.pdf |
| What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring / Favale, Thomas; Giordano, Danilo; Drago, Idilio; Mellia, Marco. - ELETTRONICO. - (2022), pp. 307-313. ( 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) Genoa, Italy 06-10 June 2022) [10.1109/EuroSPW55150.2022.00037]. | 1-gen-2022 | Favale, ThomasGiordano, DaniloDrago, IdilioMellia, Marco | What_Scanners_do_at_L7_Exploring_Horizontal_Honeypots_for_Security_Monitoring.pdf; Honeypots_l7.pdf |
| When satellite is all you have: watching the internet from 550 ms / Perdices, Daniel; Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Mellia, Marco. - ELETTRONICO. - (2022), pp. 137-150. (Intervento presentato al convegno Internet Measurement Conference (IMC) tenutosi a Nice (FRA) nel OCT 25-27, 2022) [10.1145/3517745.3561432]. | 1-gen-2022 | Perna, GianlucaTrevisan, MartinoGiordano, DaniloMellia, Marco + | 3517745.3561432.pdf; Satellite_Characterization_IMC.pdf |
| Benefits of Relocation on E-scooter Sharing - a Data-Informed Approach / Tolomei, Leonardo; Fiorini, Stefano; Ciociola, Alessandro; Vassio, Luca; Giordano, Danilo; Mellia, Marco. - ELETTRONICO. - (2021), pp. 3170-3175. (Intervento presentato al convegno 2021 IEEE International Intelligent Transportation Systems Conference (ITSC)) [10.1109/ITSC48978.2021.9564809]. | 1-gen-2021 | Ciociola, AlessandroVassio, LucaGiordano, DaniloMellia, Marco + | ITSC____Scooter_Relocation.pdf; Benefits_of_Relocation_on_E-scooter_Sharing_-_a_Data-Informed_Approach.pdf |
| Environmental and Economic Comparison of ICEV and EV in Car Sharing / Fassio, Edoardo; Ciociola, Alessandro; Giordano, Danilo; Noussan, Michel; Vassio, Luca; Mellia, Marco. - ELETTRONICO. - (2021), pp. 1621-1626. ( 2021 IEEE International Intelligent Transportation Systems Conference (ITSC) ) [10.1109/ITSC48978.2021.9564578]. | 1-gen-2021 | Ciociola, AlessandroGiordano, DaniloNoussan, MichelVassio, LucaMellia, Marco + | ITSC____Emission_footprint_via_simulation.pdf; Environmental_and_Economic_Comparison_of_ICEV_and_EV_in_Car_Sharing.pdf |
| Measuring HTTP/3: Adoption and Performance / Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Khatouni, Ali Safari. - ELETTRONICO. - (2021), pp. 1-8. ( 2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet) Online ) [10.1109/MedComNet52149.2021.9501274]. | 1-gen-2021 | Trevisan, MartinoGiordano, DaniloDrago, Idilio + | Measuring_HTTP_3_Adoption_and_Performance.pdf; Measuring_HTTP3__Adoption_and_Performance.pdf |
| An Open Dataset of Operational Mobile Networks / Safari Khatouni, Ali; Trevisan, Martino; Giordano, Danilo; Rajiullah, Mohammad; Alfredsson, Stefan; Brunstrom, Anna; Midoglu, Cise; Alay, Özgü. - ELETTRONICO. - (2020), pp. 83-90. ( MobiWac '20: Proceedings of the 18th ACM Symposium on Mobility Management and Wireless) [10.1145/3416012.3424619]. | 1-gen-2020 | Trevisan, MartinoGiordano, Danilo + | Mobiwac2020.pdf; Mobiwac-pub.pdf |
| E-Scooter Sharing: Leveraging Open Data for System Design / Ciociola, Alessandro; Cocca, Michele; Giordano, Danilo; Vassio, Luca; Mellia, Marco. - ELETTRONICO. - (2020), pp. 1-8. ( 2020 IEEE/ACM 24th International Symposium on Distributed Simulation and Real Time Applications (DS-RT) Virtuale 14-16 Sept. 2020) [10.1109/DS-RT50469.2020.9213514]. | 1-gen-2020 | Ciociola, AlessandroCocca, MicheleGiordano, DaniloVassio, LucaMellia, Marco | ScooterSharing___DS_RT_Conference.pdf; ScooterSharing.pdf |
| Impact of Charging Infrastructure and Policies on Electric Car Sharing Systems / Ciociola, Alessandro; Markudova, Dena; Vassio, Luca; Giordano, Danilo; Mellia, Marco; Meo, Michela. - ELETTRONICO. - (2020), pp. 1-6. ( 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC)20-23 Sept. 2020) [10.1109/ITSC45102.2020.9294282]. | 1-gen-2020 | Ciociola, AlessandroMarkudova, DenaVassio, LucaGiordano, DaniloMellia, MarcoMeo, Michela | Ciociola_Infrastructure.pdf; infrastructure.pdf |
| On Scalability of Electric Car Sharing in Smart Cities / Barulli, Michelangelo; Ciociola, Alessandro; Cocca, Michele; Vassio, Luca; Giordano, Danilo; Mellia, Marco. - (2020), pp. 1-8. ( 2020 IEEE International Smart Cities Conference (ISC2)28 Sept.-1 Oct. 2020) [10.1109/ISC251055.2020.9239086]. | 1-gen-2020 | Barulli, MichelangeloCiociola, AlessandroCocca, MicheleVassio, LucaGiordano, DaniloMellia, Marco | CarSharing_Scalability_ISCC.pdf; published.pdf |
| Realistic testing of RTC applications under mobile networks / Perna, Gianluca; Trevisan, Martino; Giordano, Danilo. - ELETTRONICO. - (2020), pp. 532-533. ( 16th International Conference on emerging Networking EXperiments and TechnologiesNovember 2020 Barcellona, Spagna 1-4 Dicembre 2020) [10.1145/3386367.3431661]. | 1-gen-2020 | Perna, GianlucaTrevisan, MartinoGiordano, Danilo | 3386367.3431661.pdf; conext_poster-pre.pdf |
| A machine learning application for latency prediction in operational 4G networks / Khatouni, A. S.; Soro, F.; Giordano, D.. - (2019), pp. 71-74. ( 2019 IFIP/IEEE Symposium on Integrated Network and Service Management, IM 2019 usa 2019). | 1-gen-2019 | Soro F.Giordano D. + | Pre.pdf |