MELLIA, MARCO
MELLIA, MARCO
Dipartimento di Automatica e Informatica
003516
Data Driven Scalability and Profitability Analysis in Free Floating Electric Car Sharing Systems
2023 Ciociola, Alessandro; Giordano, Danilo; Vassio, Luca; Mellia, Marco
Practical anonymization for data streams: z-anonymity and relation with k-anonymity
2023 Jha, Nikhil; Vassio, Luca; Trevisan, Martino; Leonardi, Emilio; Mellia, Marco
Demand Model Generation from Traces: Adaptive KDE Data-Driven Optimization
2022 Pinna, Maurizio; Vassio, Luca; Giordano, Danilo; 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
Big Data in Computer Network Monitoring
2022 Drago, Idilio; Mellia, Marco; D’Alconzo, Alessandro
Measuring Roaming in Europe: Infrastructure and Implications on Users QoE
2022 Lutu, Andra; Trevisan, Martino; Safari Khatouni, Ali; Mandalari, Anna Maria; Custura, Ana; Mellia, Marco; Alay, Ozgu; Bagnulo, Marcelo; Bajpai, Vaibhav; Brunstrom, Anna; Ott, Jorg; Fairhurst, Godred
Interpreting AI for Networking: Where We Are and Where We Are Going
2022 Zhang, Tianzhu; Qiu, Han; Mellia, Marco; Li, Yuanjie; Li, Hewu; Xu, Ke
Understanding mobility in networks
2022 Barros, Matheus F. C.; Ferreira, Carlos H. G.; Junior, Lourenco A. P.; Mellia, Marco; Almeida, Jussara M.; dos Santos, Bruno Pereira
Towards NLP-based Processing of Honeypot Logs
2022 Boffa, Matteo; Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, Zied
A PIMS Development Kit for New Personal Data Platforms
2022 Jha, Nikhil; Trevisan, Martino; Vassio, Luca; Mellia, Marco; Traverso, Stefano; Garcia-Recuero, Alvaro; Laoutaris, Nikolaos; Mehrjoo, Amir; Azcoitia, Santiago Andres; Rumin, Ruben Cuevas; Katevas, Kleomenis; Papadopoulos, Panagiotis; Kourtellis, Nicolas; Gonzalez, Roberto; Olivares, Xavi; Kalatzantonakis-Jullien, George-Marios
What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring
2022 Favale, Thomas; Giordano, Danilo; Drago, Idilio; Mellia, Marco
AI-based Sound-Squatting Attack Made Possible
2022 Vieira Valentim, Rodolfo; Drago, Idilio; Cerutti, Federico; Mellia, Marco
URLGEN – Towards Automatic URL Generation Using GANs
2022 Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Mellia, Marco
The Internet with Privacy Policies: Measuring The Web Upon Consent
2022 Jha, Nikhil; Trevisan, Martino; Vassio, Luca; Mellia, Marco
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case
2022 Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Tricarico, Davide
On network backbone extraction for modeling online collective behavior
2022 Gomes Ferreira, Carlos Henrique; Murai, Fabricio; Silva, Ana P. C.; Trevisan, Martino; Vassio, Luca; Drago, Idilio; Mellia, Marco; Almeida, Jussara M.
Augmenting phishing squatting detection with GANs
2021 Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Cerutti, Federico; Mellia, Marco
RL-IoT: Reinforcement Learning to Interact with IoT Devices
2021 Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco
Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning
2021 Zincir-Heywood, N.; Mellia, M.; Diao, Y.
Overview of Network and Service Management
2021 Mellia, Marco; Zincir‐heywood, Nur; Diao, Yixin
Citazione | Data di pubblicazione | Autori | File |
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Data Driven Scalability and Profitability Analysis in Free Floating Electric Car Sharing Systems / Ciociola, Alessandro; Giordano, Danilo; Vassio, Luca; Mellia, Marco. - In: INFORMATION SCIENCES. - ISSN 0020-0255. - ELETTRONICO. - 621:(2023), pp. 545-561. [10.1016/j.ins.2022.11.116] | 1-gen-2023 | Ciociola, AlessandroGiordano, DaniloVassio, LucaMellia, Marco | Scalability_preprint.pdf; 1-s2.0-S0020025522014219-main.pdf |
Practical anonymization for data streams: z-anonymity and relation with k-anonymity / Jha, Nikhil; Vassio, Luca; Trevisan, Martino; Leonardi, Emilio; Mellia, Marco. - In: PERFORMANCE EVALUATION. - ISSN 0166-5316. - STAMPA. - 159:(2023), p. 102329. [10.1016/j.peva.2022.102329] | 1-gen-2023 | Nikhil JhaLuca VassioMartino TrevisanEmilio LeonardiMarco Mellia | 1-s2.0-S0166531622000372-main.pdf; z_anonymity__Zero_Delay_Anonymization_for_Data_Streams__EXTENDED_.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 |
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 Nizza nel 25-27 Ottobre [10.1145/3517745.3561432]. | 1-gen-2022 | Perna, GianlucaTrevisan, MartinoGiordano, DaniloMellia, Marco + | 3517745.3561432.pdf; Satellite_Characterization_IMC.pdf |
Big Data in Computer Network Monitoring / Drago, Idilio; Mellia, Marco; D’Alconzo, Alessandro - In: Encyclopedia of Big Data TechnologiesSTAMPA. - [s.l] : Springer, 2022. - ISBN 978-3-319-63962-8. - pp. 1-8 [10.1007/978-3-319-63962-8_26-2] | 1-gen-2022 | Drago, IdilioMellia, Marco + | 978-3-319-63962-8_26-2.pdf |
Measuring Roaming in Europe: Infrastructure and Implications on Users QoE / Lutu, Andra; Trevisan, Martino; Safari Khatouni, Ali; Mandalari, Anna Maria; Custura, Ana; Mellia, Marco; Alay, Ozgu; Bagnulo, Marcelo; Bajpai, Vaibhav; Brunstrom, Anna; Ott, Jorg; Fairhurst, Godred. - In: IEEE TRANSACTIONS ON MOBILE COMPUTING. - ISSN 1536-1233. - ELETTRONICO. - 21:10(2022), pp. 3687-3699. [10.1109/TMC.2021.3058787] | 1-gen-2022 | Trevisan, MartinoSafari Khatouni, AliMellia, Marco + | extension.pdf; Trevisan-Measuring.pdf |
Interpreting AI for Networking: Where We Are and Where We Are Going / Zhang, Tianzhu; Qiu, Han; Mellia, Marco; Li, Yuanjie; Li, Hewu; Xu, Ke. - In: IEEE COMMUNICATIONS MAGAZINE. - ISSN 0163-6804. - STAMPA. - 60:2(2022), pp. 25-31. [10.1109/MCOM.001.2100736] | 1-gen-2022 | Zhang, TianzhuMellia, Marco + | Explainable_AI_in_Networking.pdf; Interpreting_AI_for_Networking_Where_We_Are_and_Where_We_Are_Going.pdf |
Understanding mobility in networks / Barros, Matheus F. C.; Ferreira, Carlos H. G.; Junior, Lourenco A. P.; Mellia, Marco; Almeida, Jussara M.; dos Santos, Bruno Pereira. - In: PERFORMANCE EVALUATION REVIEW. - ISSN 0163-5999. - ELETTRONICO. - 49:4(2022), pp. 124-130. [10.1145/3543146.3543173] | 1-gen-2022 | Mellia, Marco + | 3543146.3543173-2.pdf; WAIN_2021-2.pdf |
Towards NLP-based Processing of Honeypot Logs / Boffa, Matteo; Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, Zied. - STAMPA. - (2022), pp. 314-321. ((Intervento presentato al convegno 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) tenutosi a Genoa, Italy nel 06-10 June 2022 [10.1109/EuroSPW55150.2022.00038]. | 1-gen-2022 | Boffa, MatteoVassio, LucaDrago, IdilioMellia, Marco + | Article_IEEE.pdf; Workshop_WTMC.pdf |
A PIMS Development Kit for New Personal Data Platforms / Jha, Nikhil; Trevisan, Martino; Vassio, Luca; Mellia, Marco; Traverso, Stefano; Garcia-Recuero, Alvaro; Laoutaris, Nikolaos; Mehrjoo, Amir; Azcoitia, Santiago Andres; Rumin, Ruben Cuevas; Katevas, Kleomenis; Papadopoulos, Panagiotis; Kourtellis, Nicolas; Gonzalez, Roberto; Olivares, Xavi; Kalatzantonakis-Jullien, George-Marios. - In: IEEE INTERNET COMPUTING. - ISSN 1089-7801. - ELETTRONICO. - 26:3(2022), pp. 79-84. [10.1109/MIC.2022.3157356] | 1-gen-2022 | Jha, NikhilTrevisan, MartinoVassio, LucaMellia, MarcoTraverso, Stefano + | A_PIMS_Development_Kit_for_New_Personal_Data_Platforms.pdf; A_PIMS_Development_Kit_for_New_Personal_Data_Platforms (2).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. ((Intervento presentato al convegno 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) tenutosi a Genoa, Italy nel 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 |
AI-based Sound-Squatting Attack Made Possible / Vieira Valentim, Rodolfo; Drago, Idilio; Cerutti, Federico; Mellia, Marco. - (2022), pp. 448-453. ((Intervento presentato al convegno 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) tenutosi a Genoa, Italy nel 06-10 June 2022 [10.1109/EuroSPW55150.2022.00053]. | 1-gen-2022 | Vieira Valentim, RodolfoDrago, IdilioCerutti, FedericoMellia, Marco | _Workshop__Data_driven_Soundsquatting_Generation (7).pdf; AI-based_Sound-Squatting_Attack_Made_Possible.pdf |
URLGEN – Towards Automatic URL Generation Using GANs / Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Mellia, Marco. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - (2022), pp. 1-1. [10.1109/TNSM.2022.3225311] | 1-gen-2022 | Valentim, RodolfoTrevisan, MartinoMellia, Marco + | TNSM3225311.pdf |
The Internet with Privacy Policies: Measuring The Web Upon Consent / Jha, Nikhil; Trevisan, Martino; Vassio, Luca; Mellia, Marco. - In: ACM TRANSACTIONS ON THE WEB. - ISSN 1559-1131. - STAMPA. - 16:3(2022). [10.1145/3555352] | 1-gen-2022 | Jha, NikhilTrevisan, MartinoVassio, LucaMellia, Marco | 2022_PrivacyPolicy_TWEB_authorversion.pdf; 2022_PrivacyPolicy_TWEB_final.pdf |
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case / Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Tricarico, Davide. - In: COMPUTERS IN INDUSTRY. - ISSN 0166-3615. - ELETTRONICO. - 134:(2022), p. 103554. [10.1016/j.compind.2021.103554] | 1-gen-2022 | Giordano, DaniloGiobergia, FlavioPastor, ElianaLa Macchia, AntonioCerquitelli, TaniaBaralis, ElenaMellia, MarcoTricarico, Davide | 1-s2.0-S0166361521001615-main.pdf; Giordano_PREPIPE.pdf |
On network backbone extraction for modeling online collective behavior / Gomes Ferreira, Carlos Henrique; Murai, Fabricio; Silva, Ana P. C.; Trevisan, Martino; Vassio, Luca; Drago, Idilio; Mellia, Marco; Almeida, Jussara M.. - In: PLOS ONE. - ISSN 1932-6203. - STAMPA. - 17:9(2022). [10.1371/journal.pone.0274218] | 1-gen-2022 | Vassio, LucaMellia, Marco + | 2022_journal.pone.0274218.pdf |
Augmenting phishing squatting detection with GANs / Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Cerutti, Federico; Mellia, Marco. - ELETTRONICO. - (2021), pp. 3-4. ((Intervento presentato al convegno ACM CoNEXT 2021 - International Conference on emerging Networking EXperiments and Technologies tenutosi a Virtual Event Germany nel 7 December 2021 [10.1145/3488658.3493787]. | 1-gen-2021 | Valentim, RodolfoDrago, IdilioTrevisan, MartinoMellia, Marco + | 3488658.3493787.pdf; _CoNext_Student_2021___Augmenting_Phishing_Domain_Squatting_Training_Dataset_with_GANs.pdf |
RL-IoT: Reinforcement Learning to Interact with IoT Devices / Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco. - STAMPA. - (2021), pp. 1-6. ((Intervento presentato al convegno 2021 IEEE International Conference on Omni-Layer Intelligent Systems (COINS) [10.1109/COINS51742.2021.9524260]. | 1-gen-2021 | Milan, GiuliaVassio, LucaDrago, IdilioMellia, Marco | 2021_COINS.pdf; 2021_COINS_accepted.pdf |
Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning / Zincir-Heywood, N.; Mellia, M.; Diao, Y.. - STAMPA. - (2021), pp. 1-361. [10.1002/9781119675525] | 1-gen-2021 | Mellia M. + | 9781119675525.fmatter.pdf; Wiley_Book_on_Communication_Networks_and_Service_Management_in_the_era_of_Artificial_Intelligence_and_Machine_Learning.pdf |
Overview of Network and Service Management / Mellia, Marco; Zincir‐heywood, Nur; Diao, Yixin - In: Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning / Zincir-Heywood N., Mellia M., Diao Y.,. - STAMPA. - New York City : Wiley, 2021. - ISBN 9781119675501. - pp. 3-27 [10.1002/9781119675525.ch1] | 1-gen-2021 | Mellia, Marco + | CH1.pdf |