Archivio Istituzionale della RicercaMELLIA, MARCO
MELLIA, MARCO
Dipartimento di Automatica e Informatica
003516
Cross-network Embeddings Transfer for Traffic Analysis
2024 Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Drago, Idilio; Milan, Giulia; Houidi, Zied Ben; Rossi, Dario
Fault Prediction in Resistance Spot Welding: A Comparison of Machine Learning Approaches
2024 Ciravegna, G.; Galante, F.; Giordano, D.; Cerquitelli, T.; Mellia, M.
LogPrécis: Unleashing language models for automated malicious log analysis
2024 Boffa, Matteo; Drago, Idilio; Mellia, Marco; Vassio, Luca; Giordano, Danilo; Valentim, Rodolfo; Houidi, Zied Ben
Operationalizing AI/ML in Future Networks: A Bird's Eye View from the System Perspective
2024 Liu, Qiong; Zhang, Tianzhu; Hemmatpour, Masoud; Qiu, Han; Zhang, Dong; Chen, Chung Shue; Mellia, Marco; Aghasaryan, Armen
PACMNET, V2, CoNEXT1, March 2024 Editorial
2024 Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier
Re-Identification Attacks against the Topics API
2024 Jha, Nikhil; Trevisan, Martino; Leonardi, Emilio; Mellia, Marco
Untangling IoT Global Connectivity: The Importance of Mobile Signaling Traffic
2024 Geißler, Stefan; Lutu, Andra; Wamser, Florian; Favale, Thomas; Vomhoff, Viktoria; Krolikowski, Michael; Mellia, Marco; Perino, Diego; Hoßfeld, Tobias
X-squatter: AI Multilingual Generation of Cross-Language Sound-squatting
2024 VIEIRA VALENTIM, Rodolfo; Drago, Idilio; Mellia, Marco; Cerutti, Federico
Attacking DoH and ECH: Does Server Name Encryption Protect Users’ Privacy?
2023 Trevisan, Martino; Soro, Francesca; Mellia, Marco; Drago, Idilio; Morla, Ricardo
Data Driven Scalability and Profitability Analysis in Free Floating Electric Car Sharing Systems
2023 Ciociola, Alessandro; Giordano, Danilo; Vassio, Luca; Mellia, Marco
Enlightening the Darknets: Augmenting Darknet Visibility with Active Probes
2023 Soro, Francesca; Favale, Thomas; Giordano, Danilo; Drago, Idilio; Rescio, Tommaso; Mellia, Marco; Houidi, Zied Ben; Rossi, Dario
i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis
2023 Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Ben Houidi, Zied; Rossi, Dario
PACMNET V1, CoNEXT2, September 2023 Editorial
2023 Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier
PACMNET V1, N1, June 2023 Editorial
2023 Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier
PACMNET, V1, CoNEXT3, December 2023 Editorial
2023 Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier
Practical anonymization for data streams: z-anonymity and relation with k-anonymity
2023 Jha, Nikhil; Vassio, Luca; Trevisan, Martino; Leonardi, Emilio; Mellia, Marco
Reading(&)Machine. Un modello prototipale per la promozione della lettura in biblioteca
2023 Cognigni, Cecilia; De Lorenzis, Federico; Lamberti, Fabrizio; Mellia, Marco; Vallero, Greta; Vassio, Luca; Visconti, Alessandro; Vivarelli, Maurizio
URLGEN – Towards Automatic URL Generation Using GANs
2023 Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Mellia, Marco
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
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Cross-network Embeddings Transfer for Traffic Analysis / Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Drago, Idilio; Milan, Giulia; Houidi, Zied Ben; Rossi, Dario. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 21:3(2024), pp. 2686-2699. [10.1109/TNSM.2023.3329442] | 1-gen-2024 | Gioacchini, LucaMellia, MarcoVassio, LucaDrago, IdilioMilan, GiuliaRossi, Dario + | Cross-network_Embeddings_Transfer_for_Traffic_Analysis-2.pdf; Cross-Network_Embeddings_Transfer_for_Traffic_Analysis.pdf |
| Fault Prediction in Resistance Spot Welding: A Comparison of Machine Learning Approaches / Ciravegna, G.; Galante, F.; Giordano, D.; Cerquitelli, T.; Mellia, M.. - In: ELECTRONICS. - ISSN 2079-9292. - 13:18(2024). [10.3390/electronics13183693] | 1-gen-2024 | Ciravegna G.Galante F.Giordano D.Cerquitelli T.Mellia M. | electronics-13-03693.pdf |
| LogPrécis: Unleashing language models for automated malicious log analysis / Boffa, Matteo; Drago, Idilio; Mellia, Marco; Vassio, Luca; Giordano, Danilo; Valentim, Rodolfo; Houidi, Zied Ben. - In: COMPUTERS & SECURITY. - ISSN 0167-4048. - ELETTRONICO. - 141:(2024). [10.1016/j.cose.2024.103805] | 1-gen-2024 | Boffa, MatteoDrago, IdilioMellia, MarcoVassio, LucaGiordano, DaniloValentim, Rodolfo + | 1-s2.0-S0167404824001068-main.pdf |
| Operationalizing AI/ML in Future Networks: A Bird's Eye View from the System Perspective / Liu, Qiong; Zhang, Tianzhu; Hemmatpour, Masoud; Qiu, Han; Zhang, Dong; Chen, Chung Shue; Mellia, Marco; Aghasaryan, Armen. - In: IEEE COMMUNICATIONS MAGAZINE. - ISSN 0163-6804. - STAMPA. - (2024), pp. 1-7. [10.1109/mcom.001.2400033] | 1-gen-2024 | Zhang, TianzhuMellia, Marco + | Operationalizing_AI_ML_in_Future_Networks_A_Birds_Eye_View_from_the_System_Perspective.pdf |
| PACMNET, V2, CoNEXT1, March 2024 Editorial / Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier. - In: THE PROCEEDINGS OF THE ACM ON NETWORKING. - ISSN 2834-5509. - ELETTRONICO. - 2:CoNEXT1(2024), pp. 1-1. [10.1145/3649469] | 1-gen-2024 | Marco Mellia + | 3649469.pdf |
| Re-Identification Attacks against the Topics API / Jha, Nikhil; Trevisan, Martino; Leonardi, Emilio; Mellia, Marco. - In: ACM TRANSACTIONS ON THE WEB. - ISSN 1559-1131. - ELETTRONICO. - 18:3(2024), pp. 1-24. [10.1145/3675400] | 1-gen-2024 | Jha, NikhilTrevisan, MartinoLeonardi, EmilioMellia, Marco | 3675400.pdf |
| Untangling IoT Global Connectivity: The Importance of Mobile Signaling Traffic / Geißler, Stefan; Lutu, Andra; Wamser, Florian; Favale, Thomas; Vomhoff, Viktoria; Krolikowski, Michael; Mellia, Marco; Perino, Diego; Hoßfeld, Tobias. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 21:4(2024), pp. 4435-4449. [10.1109/tnsm.2024.3414975] | 1-gen-2024 | Favale, ThomasMellia, Marco + | iot_patterns_sigmetrics2022.pdf; Untangling_IoT_Global_Connectivity_The_Importance_of_Mobile_Signaling_Traffic.pdf |
| X-squatter: AI Multilingual Generation of Cross-Language Sound-squatting / VIEIRA VALENTIM, Rodolfo; Drago, Idilio; Mellia, Marco; Cerutti, Federico. - In: ACM TRANSACTIONS ON PRIVACY AND SECURITY. - ISSN 2471-2566. - ELETTRONICO. - 27:3(2024), pp. 1-27. [10.1145/3663569] | 1-gen-2024 | Rodolfo Vieira ValentimIdilio DragoMarco Mellia + | Mellia-X-Squatter.pdf |
| Attacking DoH and ECH: Does Server Name Encryption Protect Users’ Privacy? / Trevisan, Martino; Soro, Francesca; Mellia, Marco; Drago, Idilio; Morla, Ricardo. - In: ACM TRANSACTIONS ON INTERNET TECHNOLOGY. - ISSN 1533-5399. - ELETTRONICO. - 23:1(2023), pp. 1-22. [10.1145/3570726] | 1-gen-2023 | Martino TrevisanFrancesca SoroMarco MelliaIdilio Drago + | 3570726.pdf; TOIT___eSNI.pdf |
| 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 |
| Enlightening the Darknets: Augmenting Darknet Visibility with Active Probes / Soro, Francesca; Favale, Thomas; Giordano, Danilo; Drago, Idilio; Rescio, Tommaso; Mellia, Marco; Houidi, Zied Ben; Rossi, Dario. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 20:4(2023), pp. 5012-5025. [10.1109/TNSM.2023.3267671] | 1-gen-2023 | Soro, FrancescaFavale, ThomasGiordano, DaniloMellia, Marco + | Enlightening_the_Darknets_Augmenting_Darknet_Visibility_with_Active_Probes.pdf; Enlightening_the_Darknets_Augmenting_Darknet_Visibility_With_Active_Probes.pdf |
| i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis / Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Ben Houidi, Zied; Rossi, Dario. - In: ACM TRANSACTIONS ON INTERNET TECHNOLOGY. - ISSN 1533-5399. - ELETTRONICO. - 23:3(2023), pp. 1-28. [10.1145/3595378] | 1-gen-2023 | Luca GioacchiniLuca VassioMarco MelliaIdilio Drago + | idarkvec_toit.pdf |
| PACMNET V1, CoNEXT2, September 2023 Editorial / Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier. - In: THE PROCEEDINGS OF THE ACM ON NETWORKING. - ISSN 2834-5509. - ELETTRONICO. - 1:2(2023), pp. 1-1. [10.1145/3609420] | 1-gen-2023 | Marco Mellia + | 3609420.pdf |
| PACMNET V1, N1, June 2023 Editorial / Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier. - In: THE PROCEEDINGS OF THE ACM ON NETWORKING. - ISSN 2834-5509. - STAMPA. - 1:1(2023), pp. 1-1. [10.1145/3595287] | 1-gen-2023 | Marco Mellia + | 3595287.pdf |
| PACMNET, V1, CoNEXT3, December 2023 Editorial / Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier. - In: THE PROCEEDINGS OF THE ACM ON NETWORKING. - ISSN 2834-5509. - ELETTRONICO. - 1:CoNEXT3(2023), pp. 1-2. [10.1145/3629130] | 1-gen-2023 | Marco Mellia + | 3629130.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 |
| Reading(&)Machine. Un modello prototipale per la promozione della lettura in biblioteca / Cognigni, Cecilia; De Lorenzis, Federico; Lamberti, Fabrizio; Mellia, Marco; Vallero, Greta; Vassio, Luca; Visconti, Alessandro; Vivarelli, Maurizio. - In: BIBLIOTECHE OGGI TRENDS. - ISSN 2421-3810. - ELETTRONICO. - 9:1(2023), pp. 46-56. [10.3302/2421-3810-202301-046-1] | 1-gen-2023 | De Lorenzis, FedericoLamberti, FabrizioMellia, MarcoVallero, GretaVassio, LucaVisconti, Alessandro + | Biblioteche Oggi Trends Reading&Machine.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. - 20:3(2023), pp. 3734-3746. [10.1109/TNSM.2022.3225311] | 1-gen-2023 | Valentim, RodolfoDrago, IdilioTrevisan, MartinoMellia, Marco | TNSM3225311.pdf; Valentim-URLGEN.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 |
| 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 |