Ph.D. in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 30th cycle (2014-2017)
Ph.D. obtained in 2018
Dissertation:
Data Analysis and Modelling of Users' Behaviour on the Web
Tutors:
Marco MelliaProfile
Scientific branch
(Area 0009 - Industrial and information engineering)
Teaching
Collegi of the degree programmes
Research
Research fields
Research groups
Research projects
Projects funded by commercial contracts
- Predictive Maintenance for on-road Vehicles e Telemetry Analysis , (2024-2025) - Responsabile Scientifico
Commercial Research - AISN – AI Secured Networks , (2024-2025) - Responsabile Scientifico
Commercial Research - Contratto di ricerca tra il Politecnico (DAUIN) e ANTI FINANCIAL CRIME DIGITAL HUB S.c.a.r.l. per la realizzazione del Progetto di Ricerca “Linee guida per lo sviluppo/test di Modelli di ML con dati anonimizzati e rilascio in produzione con dati in chiaro” , (2024-2025) - Responsabile Scientifico
Commercial Research - Modelli statistici, Data Analytics e Machine Learning , (2023-2024) - Responsabile Scientifico
Commercial Research - Modelli statistici, Data Analytics e Machine Learning , (2022-2023) - Responsabile Scientifico
Commercial Research - AI-Assisted Network Security , (2022-2023) - Responsabile Scientifico
Commercial Research - “Modelli statistici, data analytics e machine learning (year 2020)”, “Fog computing e opportunistic networking (year 2020)” e “Design e implementazione di funzionalità firmware avanzate (year 2020)” , (2020-2021) - Responsabile Scientifico
Commercial Research
Supervised PhD students
- Alberto Verna. Programme in Ingegneria Informatica E Dei Sistemi (cycle 40, 2024-in progress)
Research subject: Privacy on the Internet: measurements and novel approaches
Cybersecurity Data science, Computer vision and AI Cybersecurity Data science, Computer vision and AI - Ali Yassine. Programme in Ingegneria Informatica E Dei Sistemi (cycle 40, 2024-in progress)
- Giordano Paoletti. Programme in Ingegneria Informatica E Dei Sistemi (cycle 39, 2023-in progress)
Research subject: Analyzing Online Social Networks: Implications for Cybersecurity and Misinformation
Cybersecurity Data science, Computer vision and AI Cybersecurity Data science, Computer vision and AI
Publications
Last years publications
PoliTO co-authors
Publications by type
Works published during the Ph.D. View all publications in Porto@Iris
- Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca (2018)
Free Floating Electric Car Sharing in Smart Cities: Data Driven System Dimensioning. In: 2018 IEEE International Conference on Smart Computing (SMARTCOMP), Taormina(Italy), 18-20 June 2018, pp. 171-178. ISBN: 978-1-5386-4705-9
Contributo in Atti di Convegno (Proceeding) - Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, Zied; Lamali, Mohamed Lamine (2018)
You, the Web, and Your Device: Longitudinal Characterization of Browsing Habits. In: ACM TRANSACTIONS ON THE WEB, vol. 12, pp. 1-30. ISSN 1559-1131
Contributo su Rivista - Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca (2018)
Data Driven Optimization of Charging Station Placement for EV Free Floating Car Sharing. In: International Conference on Intelligent Transportation Systems (ITSC), Maui, HI, USA, 4-7 Nov. 2018, pp. 2490-2495. ISBN: 978-1-7281-0321-1
Contributo in Atti di Convegno (Proceeding) - Vassio, Luca; Mellia, Marco; Figueiredo, Flavio; Couto da Silva, Ana Paula; Almeida, ... (2017)
Mining and modeling web trajectories from passive traces. In: 2017 IEEE International Conference on Big Data (BIGDATA), Boston (USA), 11-14 Dicembre 201, pp. 4016-4021. ISBN: 978-1-5386-2715-0
Contributo in Atti di Convegno (Proceeding) - Vassio, Luca; Giordano, Danilo; Trevisan, Martino; Mellia, Marco; Couto da Silva, Ana ... (2017)
Users’ Fingerprinting Techniques from TCP Traffic. In: ACM SIGCOMM Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, Los Angeles, California, USA, August 21 - 25, 2017
Contributo in Atti di Convegno (Proceeding) - Vassio, Luca; Drago, Idilio; Mellia, Marco (2016)
Detecting user actions from HTTP traces: Toward an automatic approach. In: 7th International Workshop on TRaffic Analysis and Characterization, Paphos, Cyprus, September 2016, pp. 50-55. ISBN: 978-1-5090-0304-4
Contributo in Atti di Convegno (Proceeding) - Ampellio, Enrico; Vassio, Luca (2016)
A hybrid swarm-based algorithm for single-objective optimization problems involving high-cost analyses. In: SWARM INTELLIGENCE, vol. 10, pp. 99-121. ISSN 1935-3812
Contributo su Rivista - Ampellio, Enrico; Bertini, Francesco; Ferrero, Andrea; Larocca, Francesco; Vassio, Luca (2016)
Turbomachinery design by a swarm-based optimization method coupled with a CFD solver. In: ADVANCES IN AIRCRAFT AND SPACECRAFT SCIENCE, vol. 3, pp. 149-170. ISSN 2287-528X
Contributo su Rivista - Vassio, Luca; Metwalley, Hassan; Giordano, Danilo (2016)
The Exploitation of Web Navigation Data: Ethical Issues and Alternative Scenarios. In: Blurring the Boundaries Through Digital Innovation: Individual, Organizational, and Societal Challenges / S.N., S.L., Springer International Publishing, pp. 119-129. ISBN: 978-3-319-38974-5
Contributo in Volume
Society and Enterprise
Patents and other intellectual properties
- Honeypot Entity And Method Of Operating The Same. international Patent
Inventors: Idilio Drago Marco Mellia Giulia Milan Luca Vassio