MARCO MELLIA

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Full Professor

Coordinator of Interdepartmental Center (SmartData@PoliTO - Big Data and Data Science Laboratory)
Componente Commissione Strategie per le Tecnologie dell'Informazione
Member of Interdepartmental Center (SmartData@PoliTO - Big Data and Data Science Laboratory)

+39 0110904173 / 4173 (DAUIN)

+39 0110903901 / 3901 (DET)

Personal web site

Most recent publications

Drago, Idilio; Mellia, Marco; D’Alconzo, Alessandro (2022)
Big Data in Computer Network Monitoring. In: Encyclopedia of Big Data Technologies / S.N., S.L., Springer, pp. 1-8. ISBN: 978-3-319-63962-8
Perdices, Daniel; Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Mellia, Marco (2022)
When satellite is all you have: watching the internet from 550 ms. In: Internet Measurement Conference (IMC), Nizza, 25-27 Ottobre, pp. 137-150. ISBN: 9781450392594
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
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
Vieira Valentim, Rodolfo; Drago, Idilio; Cerutti, Federico; Mellia, Marco (2022)
AI-based Sound-Squatting Attack Made Possible. In: 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), Genoa, Italy, 06-10 June 2022, pp. 448-453. ISBN: 978-1-6654-9560-8
Favale, Thomas; Giordano, Danilo; Drago, Idilio; Mellia, Marco (2022)
What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring. In: 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), Genoa, Italy, 06-10 June 2022, pp. 307-313. ISBN: 978-1-6654-9560-8
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
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
Barros, Matheus F. C.; Ferreira, Carlos H. G.; Junior, Lourenco A. P.; Mellia, Marco; ... (2022)
Understanding mobility in networks. In: PERFORMANCE EVALUATION REVIEW, vol. 49, pp. 124-130. ISSN 0163-5999
Zhang, Tianzhu; Qiu, Han; Mellia, Marco; Li, Yuanjie; Li, Hewu; Xu, Ke (2022)
Interpreting AI for Networking: Where We Are and Where We Are Going. In: IEEE COMMUNICATIONS MAGAZINE, vol. 60, pp. 25-31. ISSN 0163-6804
Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, ... (2022)
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case. In: COMPUTERS IN INDUSTRY, vol. 134. ISSN 0166-3615
Mellia, Marco; Zincir-heywood, Nur; Diao, Yixin (2021)
Overview of Network and Service Management. In: Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning / Zincir-Heywood N., Mellia M., Diao Y.,, New York City, Wiley, pp. 3-27. ISBN: 9781119675501
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
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
Zincir-Heywood, N.; Mellia, M.; Diao, Y. (2021)
Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning. New York City, Wiley, P. 361. ISBN: 9781119675501
Zincir-heywood, Nur; Mellia, Marco; Diao, Yixin (2021)
Overview of Artificial Intelligence and Machine Learning. In: Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning / Zincir-Heywood N., Mellia M. , Diao Y,, New York City, Wiley, pp. 29-51. ISBN: 9781119675501
Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco (2021)
RL-IoT: Reinforcement Learning to Interact with IoT Devices. In: 2021 IEEE International Conference on Omni-Layer Intelligent Systems (COINS), pp. 1-6. ISBN: 978-1-6654-3156-9
Rescio, Tommaso; Favale, Thomas; Soro, Francesca; Mellia, Marco; Drago, Idilio (2021)
DPI Solutions in Practice: Benchmark and Comparison. In: 6th International Workshop on Traffic Measurements for Cybersecurity (WTMC 2021), pp. 37-42
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
Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Cerutti, Federico; Mellia, Marco (2021)
Augmenting phishing squatting detection with GANs. In: ACM CoNEXT 2021 - International Conference on emerging Networking EXperiments and Technologies, Virtual Event Germany, 7 December 2021, pp. 3-4. ISBN: 9781450391337
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