Ricercatore a tempo determinato Legge 240/10 art.24-b
Dipartimento di Automatica e Informatica (DAUIN)
- Componente Centro Interdipartimentale SmartData@PoliTO - Big Data and Data Science Laboratory
- +39 0110903901 / 3901
- +39 0110904229 / 4229
- luca.vassio@polito.it
Profilo
Biografia
Assistant professor at Politecnico di Torino after obtaining a PhD in Electronics and Communication Engineering, “cum laude” and an MSc in Mathematical Engineering. In the last years, he was hosted and worked for Bell Labs, MIT, UFMG, EPFL, UFMG, and GE Aviation. He is interested in many fields of data science, from big data analytics problems to the usage of statistical, machine learning and data mining approaches. He is an expert in creating analytical and data-driven models of real phenomena and optimizing performances in different scenarios. His current work is focused on studying the behaviour of the people, with a focus on (i) internet measurements, (ii) social networks, (iii) urban mobility. His research interests include: - Data-driven and analytical modelling of human behaviour - Internet traffic data analysis - Cybersecurity and privacy - Online social networks - Mobility and transportation - Machine learning and data mining for big data analytics Highlights: - 60+ peer-reviewed international publications - 50+ supervised students - Teaching in 8 graduate courses - Chair in 4 Workshops, and TPC in 10+ conferences - Increasing citation rate, with first published paper in 2014 You can find more about me at: https://smartdata.polito.it/members/luca-vassio/ https://www.telematica.polito.it/member/luca-vassio/
Settore scientifico discliplinare
(Area 0009 - Ingegneria industriale e dell'informazione)
Competenze
Settori ERC
SDG
Didattica
Collegi dei Corsi di Studio
Insegnamenti
Dottorato di ricerca
- Big data processing and programming. A.A. 2020/21, INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI. Collaboratore del corso
- Scienza dei dati applicata alle reti complesse. A.A. 2020/21, INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI. Titolare del corso
- Data science for networks. A.A. 2019/20, INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI. Titolare del corso
Corso di laurea magistrale
- ICT for smart mobility. A.A. 2024/25, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Titolare del corso
- Machine learning for networking. A.A. 2024/25, CYBERSECURITY. Titolare del corso
- ICT for smart mobility. A.A. 2023/24, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Titolare del corso
- Machine learning for networking. A.A. 2023/24, COMMUNICATIONS ENGINEERING. Titolare del corso
- Big data for Internet applications. A.A. 2023/24, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
- ICT for smart mobility. A.A. 2022/23, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Titolare del corso
- Network measurement laboratory. A.A. 2022/23, COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING (INGEGNERIA TELEMATICA E DELLE COMUNICAZIONI). Collaboratore del corso
- Big data for Internet applications. A.A. 2022/23, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
- Interdisciplinary projects. A.A. 2022/23, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
- Network measurement laboratory. A.A. 2021/22, COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING (INGEGNERIA TELEMATICA E DELLE COMUNICAZIONI). Collaboratore del corso
- Big data for Internet applications. A.A. 2021/22, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
- Network measurement laboratory. A.A. 2020/21, COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING (INGEGNERIA TELEMATICA E DELLE COMUNICAZIONI). Collaboratore del corso
- Big data for Internet applications. A.A. 2020/21, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
- Vodafone IoT Academy. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Network measurement laboratory. A.A. 2019/20, COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING (INGEGNERIA TELEMATICA E DELLE COMUNICAZIONI). Collaboratore del corso
- Big data for Internet applications. A.A. 2019/20, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
Corso di laurea di 1° livello
- Dati, algoritmi e le frontiere dell'informatica - Intraprendenti. A.A. 2024/25, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Dati, algoritmi e le frontiere dell'informatica - Intraprendenti. A.A. 2023/24, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Dati, algoritmi e le frontiere dell'informatica - Intraprendenti. A.A. 2022/23, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Basi di dati. A.A. 2022/23, INGEGNERIA INFORMATICA. Collaboratore del corso
- Basi di dati. A.A. 2021/22, INGEGNERIA INFORMATICA. Collaboratore del corso
Ricerca
Ambiti di ricerca
Gruppi di ricerca
Progetti di ricerca
Progetti finanziati da contratti commerciali
- Predictive Maintenance for on-road Vehicles e Telemetry Analysis, (2024-2025) - Responsabile Scientifico
Ricerca Commerciale - AISN – AI Secured Networks, (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 - 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
Dottorandi
- Alberto Verna. Corso in Ingegneria Informatica E Dei Sistemi (40o ciclo, 2024-in corso)
Cybersecurity Data science, Computer vision and AI Cybersecurity Data science, Computer vision and AI - Ali Yassine. Corso in Ingegneria Informatica E Dei Sistemi (40o ciclo, 2024-in corso)
- Giordano Paoletti. Corso in Ingegneria Informatica E Dei Sistemi (39o ciclo, 2023-in corso)
Argomento della ricerca: Analisi degli Online Social Network: Implicazioni per la Cybersecurity e la Disinformazione
Cybersecurity Data science, Computer vision and AI Cybersecurity Data science, Computer vision and AI
Pubblicazioni
Pubblicazioni degli ultimi anni
Coautori PoliTO
Pubblicazioni per tipo
Pubblicazioni più recenti Vedi tutte le pubblicazioni su Porto@Iris
- Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Drago, Idilio; Milan, Giulia; Houidi, ... (2024)
Cross-network Embeddings Transfer for Traffic Analysis. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 21, pp. 2686-2699. ISSN 1932-4537
Contributo su Rivista - Cavallo, Andrea; Gioacchini, Luca; Mellia, Marco; Vassio, Luca (2024)
Detecting Edge and Node Anomalies with Temporal GNNs. In: 3rd GNNet Workshop - Graph Neural Networking Workshop, Los Angeles, California (USA), December 9, 2024, pp. 7-13. ISBN: 979-8-4007-1254-8
Contributo in Atti di Convegno (Proceeding) - Huang, Kai; Gioacchini, Luca; Mellia, Marco; Vassio, Luca (2024)
Incremental Federated Host Embeddings for Network Telescopes Traffic Analysis. In: IEEE 44th International Conference on Distributed Computing Systems (ICDCS), Jersey City, NJ (USA), 23-23 July 2024, pp. 41-46. ISBN: 979-8-3503-5471-3
Contributo in Atti di Convegno (Proceeding) - Huang, Kai; Gioacchini, Luca; Mellia, Marco; Vassio, Luca (2024)
Dynamic Cluster Analysis to Detect and Track Novelty in Network Telescopes. In: 2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), Vienna (AUT), 08-12 July 2024, pp. 287-296. ISBN: 979-8-3503-6729-4
Contributo in Atti di Convegno (Proceeding) - Benedetto, Irene; La Quatra, Moreno; Cagliero, Luca; Vassio, Luca; Trevisan, Martino (2024)
TASP: Topic-based abstractive summarization of Facebook text posts. In: EXPERT SYSTEMS WITH APPLICATIONS, vol. 225, Part B. ISSN 0957-4174
Contributo su Rivista - Boffa, Matteo; Drago, Idilio; Mellia, Marco; Vassio, Luca; Giordano, Danilo; Valentim, ... (2024)
LogPrécis: Unleashing language models for automated malicious log analysis. In: COMPUTERS & SECURITY, vol. 141. ISSN 0167-4048
Contributo su Rivista - Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara M. (2024)
Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks. In: 4th Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2024, Vancouver (CDN), 2024
Contributo in Atti di Convegno (Proceeding) - Gioacchini, Luca; Cavallo, Andrea; Mellia, Marco; Vassio, Luca (2023)
Exploring Temporal GNN Embeddings for Darknet Traffic Analysis. In: 2nd GNNet Workshop - Graph Neural Networking Workshop, Paris, France, 8 December, 2023, pp. 31-36. ISBN: 9798400704482
Contributo in Atti di Convegno (Proceeding) - Cavallo, Andrea; Grohnfeldt, Claas; Russo, Michele; Lovisotto, Giulio; Vassio, Luca (2023)
2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance. In: 3rd Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2023, Washington DC, USa
Contributo in Atti di Convegno (Proceeding) - Jha, Nikhil; Vassio, Luca; Trevisan, Martino; Leonardi, Emilio; Mellia, Marco (2023)
Practical anonymization for data streams: z-anonymity and relation with k-anonymity. In: PERFORMANCE EVALUATION, vol. 159. ISSN 0166-5316
Contributo su Rivista - Benedetto, Irene; La Quatra, Moreno; Cagliero, Luca; Vassio, Luca; Trevisan, Martino (2023)
Transformer-based Prediction of Emotional Reactions to Online Social Network Posts. In: Workshop on Computational Approaches to Subjectivity and Sentiment Analysis (WASSA), Toronto (CAN), July 9–14, 2023, pp. 354-364
Contributo in Atti di Convegno (Proceeding) - Cognigni, Cecilia; De Lorenzis, Federico; Lamberti, Fabrizio; Mellia, Marco; Vallero, ... (2023)
Reading(&)Machine. Un modello prototipale per la promozione della lettura in biblioteca. In: BIBLIOTECHE OGGI TRENDS, vol. 9, pp. 46-56. ISSN 2421-3810
Contributo su Rivista - Galante, Franco; Vassio, Luca; Garetto, Michele; Leonardi, Emilio (2023)
Modeling communication asymmetry and content personalization in online social networks. In: ONLINE SOCIAL NETWORKS AND MEDIA, vol. 37-38, pp. 1-20. ISSN 2468-6964
Contributo su Rivista - Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Ben Houidi, Zied; Rossi, ... (2023)
i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis. In: ACM TRANSACTIONS ON INTERNET TECHNOLOGY, vol. 23, pp. 1-28. ISSN 1533-5399
Contributo su Rivista - Speciale, A.; Vallero, G.; Vassio, L.; Mellia, M. (2023)
Recommendation Systems in Libraries: an Application with Heterogeneous Data Sources. In: 7th International workshop on Data Analytics solutions for Real-LIfe APplications, Ioannina, Greece), March 28-March 31, 2023. ISSN 1613-0073
Contributo in Atti di Convegno (Proceeding) - Ciociola, Alessandro; Giordano, Danilo; Vassio, Luca; Mellia, Marco (2023)
Data Driven Scalability and Profitability Analysis in Free Floating Electric Car Sharing Systems. In: INFORMATION SCIENCES, vol. 621, pp. 545-561. ISSN 0020-0255
Contributo su Rivista - Gomes Ferreira, Carlos Henrique; Murai, Fabricio; Silva, Ana P. C.; Trevisan, Martino; ... (2022)
On network backbone extraction for modeling online collective behavior. In: PLOS ONE, vol. 17. ISSN 1932-6203
Contributo su Rivista - Jha, Nikhil; Trevisan, Martino; Vassio, Luca; Mellia, Marco (2022)
The Internet with Privacy Policies: Measuring The Web Upon Consent. In: ACM TRANSACTIONS ON THE WEB, vol. 16. ISSN 1559-1131
Contributo su Rivista - Vassio, Luca; Garetto, Michele; Leonardi, Emilio; Chiasserini, Carla Fabiana (2022)
Mining and modelling temporal dynamics of followers' engagement on online social networks. In: SOCIAL NETWORK ANALYSIS AND MINING, vol. 12. ISSN 1869-5450
Contributo su Rivista - Vassio, L.; Giordano, D.; Kim, J.; Crowcroft, J. (2022)
Message from the organizers of WAIN. In: PERFORMANCE EVALUATION REVIEW, vol. 49, pp. 92-92. ISSN 0163-5999
Contributo su Rivista - Boffa, Matteo; Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, ... (2022)
Towards NLP-based Processing of Honeypot Logs. In: 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), Genoa, Italy, 06-10 June 2022, pp. 314-321. ISBN: 978-1-6654-9560-8
Contributo in Atti di Convegno (Proceeding) - Jha, Nikhil; Trevisan, Martino; Vassio, Luca; Mellia, Marco; Traverso, Stefano; ... (2022)
A PIMS Development Kit for New Personal Data Platforms. In: IEEE INTERNET COMPUTING, vol. 26, pp. 79-84. ISSN 1089-7801
Contributo su Rivista - Arditti, Laura; Trevisan, Martino; Vassio, Luca; Lazzari, Alberto De; Danese, Alberto (2022)
User Value in Modern Payment Platforms: A Graph Approach. In: 2022 IEEE International Conference on Data Mining Workshops (ICDMW), Orlando, Florida, 28 November - 1 December 2022, pp. 71-78. ISBN: 979-8-3503-4609-1
Contributo in Atti di Convegno (Proceeding) - Boffa, M.; Vassio, L.; Mellia, M.; Drago, I.; Milan, G.; Houidi, Z. B.; Rossi, D. (2022)
On using pretext tasks to learn representations from network logs. In: NativeNi '22: 1st International Workshop on Native Network Intelligence, Roma, Italy, 9 December 2022, pp. 21-26. ISBN: 9781450398879
Contributo in Atti di Convegno (Proceeding) - Pinna, Maurizio; Vassio, Luca; Giordano, Danilo; Mellia, Marco (2022)
Demand Model Generation from Traces: Adaptive KDE Data-Driven Optimization. In: 6th International Conference on Smart Grid and Smart Cities (ICSGSC), 22-24 October 2022, pp. 48-54. ISBN: 978-1-6654-8783-2
Contributo in Atti di Convegno (Proceeding) - Caso, Paola; Trevisan, Martino; Vassio, Luca (2022)
Disentangling the Information Flood on OSNs: Finding Notable Posts and Topics. In: 2022 IEEE International Conference on Data Mining Workshops (ICDMW), Orlando, Florida (USA), 28 November 2022 - 01 December 2022, pp. 1168-1175. ISBN: 979-8-3503-4609-1
Contributo in Atti di Convegno (Proceeding) - Bertone, Fabio; Vassio, Luca; Trevisan, Martino (2021)
The stock exchange of influencers: a financial approach for studying fanbase variation trends. In: 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Virtual Event, Netherlands, November 8–11, 2021, pp. 431-435. ISBN: 9781450391283
Contributo in Atti di Convegno (Proceeding) - Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Houidi, Zied Ben; Rossi, ... (2021)
DarkVec: automatic analysis of darknet traffic with word embeddings. In: CoNEXT '21: 17th International Conference on emerging Networking EXperiments and Technologies, Virtual Event Germany, December 7 - 10, 2021, pp. 76-89. ISBN: 9781450390989
Contributo in Atti di Convegno (Proceeding) - Fassio, Edoardo; Ciociola, Alessandro; Giordano, Danilo; Noussan, Michel; Vassio, Luca; ... (2021)
Environmental and Economic Comparison of ICEV and EV in Car Sharing. In: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC) , pp. 1621-1626. ISBN: 978-1-7281-9142-3
Contributo in Atti di Convegno (Proceeding) - Tolomei, Leonardo; Fiorini, Stefano; Ciociola, Alessandro; Vassio, Luca; Giordano, ... (2021)
Benefits of Relocation on E-scooter Sharing - a Data-Informed Approach. In: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), pp. 3170-3175. ISBN: 978-1-7281-9142-3
Contributo in Atti di Convegno (Proceeding)
Società e imprese
Brevetti e altre proprietà intellettuali
- Honeypot Entity And Method Of Operating The Same. Brevetto internazionale
Inventori: Idilio Drago Marco Mellia Luca Vassio