• Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica. Componente
• Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente

• Machine Learning for Network measurement and management
• Performance of network protocols and services
• Artificial Intelligence for Network Security

• TNG
• DBDM - Database and Data Mining Group

Progetti finanziati da contratti commerciali

• Predictive Maintenance for on-road Vehicles e Telemetry Analysis , (2024-2025) - Responsabile Scientifico
  Ricerca Commerciale
• 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
  Ricerca Commerciale
• AISN – AI Secured Networks , (2024-2025) - Responsabile Scientifico
  Ricerca Commerciale
• Modelli statistici, Data Analytics e Machine Learning , (2023-2024) - Responsabile Scientifico
  Ricerca Commerciale
• Modelli statistici, Data Analytics e Machine Learning , (2022-2023) - Responsabile Scientifico
  Ricerca Commerciale
• AI-Assisted Network Security , (2022-2023) - Responsabile Scientifico
  Ricerca Commerciale
• “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
  Ricerca Commerciale

• Alberto Verna. Corso in Ingegneria Informatica E Dei Sistemi (ciclo 40, 2024-in corso)
  Argomento della ricerca: Privacy su Internet: Misurazioni e Approcci Innovativi
  
  Cybersecurity
  Data science, Computer vision and AI
  Cybersecurity
  Data science, Computer vision and AI
• Ali Yassine. Corso in Ingegneria Informatica E Dei Sistemi (ciclo 40, 2024-in corso)
• Giordano Paoletti. Corso in Ingegneria Informatica E Dei Sistemi (ciclo 39, 2023-in corso)
  Argomento della ricerca: Esplorazione dei Social Media e delle reti di Messaggistica Istantanea: Implicazioni per la Cybersecurity e la Disinformazione.
  
  Cybersecurity
  Data science, Computer vision and AI
  Cybersecurity
  Data science, Computer vision and AI

• 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)
  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 (2018)
  Data Analysis and Modelling of Users’ Behaviour on the Web. relatore: MELLIA, Marco; , 30. XXX Ciclo, P.: 176
  Doctoral Thesis
• 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 ABC for expensive optimizations: CEC 2016 competition benchmark. In: 2016 IEEE Congress on Evolutionary Computation, Vancouver, Canada, 24-29 July 2016, pp. 1157-1164. ISBN: 978-1-5090-0623-6
  Contributo in Atti di Convegno (Proceeding)
• 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
• 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
• 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
• Vassio, Luca; Fagnani, Fabio; Frasca, Paolo; Ozdaglar, A. (2014)
  Message Passing Optimization of Harmonic Influence Centrality. In: IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, vol. 1, pp. 109-120. ISSN 2325-5870
  Contributo su Rivista
• Vassio, Luca; Fagnani, Fabio; Frasca, Paolo; Ozdaglar, Asuman (2014)
  A message passing algorithm for the evaluation of social influence. In: 13th European Control Conference, ECC 2014, Strasbourg Convention and Exhibition Center, Place de Bordeaux, fra, 2014, pp. 190-195. ISBN: 9783952426913
  Contributo in Atti di Convegno (Proceeding)
• Francesco, Bertini; Lorenzo, Dal Mas; Vassio, Luca; Ampellio, Enrico (2014)
  Multidiscipinary Optimization For Gas Turbines Design. In: Italian Association of Aeronautics and Astronautics XXII Conference, Napoli, Italia, 9-12 September 2013
  Contributo in Atti di Convegno (Proceeding)

• Honeypot Entity And Method Of Operating The Same. Brevetto internazionale
  Inventori: Idilio Drago Marco Mellia Giulia Milan Luca Vassio