Archivio Istituzionale della RicercaMELLIA, MARCO
MELLIA, MARCO
Dipartimento di Automatica e Informatica
003516
FedScope—Federated Host Embeddings From Telescope Traffic: Design and Implementation
2026 Huang, Kai; Sordello, Andrea; Valentim, Rodolfo Vieira; Vassio, Luca; Drago, Idilio; Mellia, Marco
GLEm-Net: Unified framework for data reduction with categorical and numerical features
2026 De Santis, Francesco; Giordano, Danilo; Mellia, Marco
Internet Usage and Performance in GEO Satellite Networks: A Large-Scale Study Across Europe and Africa
2026 Merlach, Gabriele; Perdices, Daniel; Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Mellia, Marco
PACMNET V4, CoNEXT1, March 2026 Editorial
2026 Mellia, Marco; Lutu, Andra; Zhang, Ying
ShortcutCatcher: Making Traffic Classification Reliable
2026 Zhao, Yuqi; Boffa, Matteo; Vassio, Luca; Mellia, Marco
The 21st International Conference on Emerging Networking Experiments and Technologies 1-4 December 2025, HKUST, Hong Kong, China
2026 Chen, Kai; Su, Jinshu; Yang, Lei; Mellia, Marco; Ott, Joerg; Rossi, Dario; Zhang, Ying; Lutu, Andra
CoDÆN: Benchmarks and Comparison of Evolutionary Community Detection Algorithms for Dynamic Networks
2025 Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara
Operationalizing AI/ML in Future Networks: A Bird's Eye View from the System Perspective
2025 Liu, Qiong; Zhang, Tianzhu; Hemmatpour, Masoud; Qiu, Han; Zhang, Dong; Chen, Chung Shue; Mellia, Marco; Aghasaryan, Armen
PACMNET V3, N2, June 2025 Editorial
2025 Mellia, Marco; Lutu, Andra; Zhang, Ying
STAP: Leveraging State-Transition Adversarial Perturbations for Asymmetric Website Fingerprinting Defenses
2025 Huang, Jia-Nan; Liu, Weiwei; Liu, Guangjie; Gao, Bo; Nie, Fengyuan; Mellia, Marco
Understanding Topics API in the Wild: Dubious Usage and Stale Adoption
2025 Verna, Alberto; Jha, Nikhil; Trevisan, Martino; Mellia, Marco
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
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| FedScope—Federated Host Embeddings From Telescope Traffic: Design and Implementation / Huang, K., Sordello, A., Valentim, R.V., Vassio, L., Drago, I., Mellia, M.. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - 23:(2026), pp. 4213-4227. [10.1109/tnsm.2026.3685756] | 1-gen-2026 | Huang, KaiSordello, AndreaVassio, LucaMellia, Marco + | 2026_TNSM_FedScopeFederated.pdf |
| GLEm-Net: Unified framework for data reduction with categorical and numerical features / De Santis, F., Giordano, D., Mellia, M.. - In: KNOWLEDGE-BASED SYSTEMS. - ISSN 0950-7051. - 334:(2026). [10.1016/j.knosys.2025.115049] | 1-gen-2026 | Francesco De SantisDanilo GiordanoMarco Mellia | 1-s2.0-S0950705125020878-main.pdf |
| Internet Usage and Performance in GEO Satellite Networks: A Large-Scale Study Across Europe and Africa / Merlach, G., Perdices, D., Perna, G., Trevisan, M., Giordano, D., Mellia, M.. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - ELETTRONICO. - 282:(2026). [10.1016/j.comnet.2026.112244] | 1-gen-2026 | Perna, GianlucaTrevisan, MartinoGiordano, DaniloMellia, Marco + | 1-s2.0-S1389128626002562-main.pdf |
| PACMNET V4, CoNEXT1, March 2026 Editorial / Mellia, M., Lutu, A., Zhang, Y.. - In: THE PROCEEDINGS OF THE ACM ON NETWORKING. - ISSN 2834-5509. - ELETTRONICO. - 4:CoNEXT1(2026), pp. 1-2. [10.1145/3786284] | 1-gen-2026 | Mellia, Marco + | 3786284.pdf |
| ShortcutCatcher: Making Traffic Classification Reliable / Zhao, Y., Boffa, M., Vassio, L., Mellia, M.. - In: THE PROCEEDINGS OF THE ACM ON NETWORKING. - ISSN 2834-5509. - 4:(2026), pp. 1-15. [10.1145/3808671] | 1-gen-2026 | Yuqi ZhaoMatteo BoffaLuca VassioMarco Mellia | 3808671.pdf |
| The 21st International Conference on Emerging Networking Experiments and Technologies 1-4 December 2025, HKUST, Hong Kong, China / Chen, Kai; Su, Jinshu; Yang, Lei; Mellia, Marco; Ott, Joerg; Rossi, Dario; Zhang, Ying; Lutu, Andra. - In: IEEE NETWORK. - ISSN 0890-8044. - STAMPA. - 40:3(2026), pp. 8-13. [10.1109/mnet.2026.3673813] | 1-gen-2026 | Mellia, MarcoRossi, Dario + | The_21st_International_Conference_on_Emerging_Networking_Experiments_and_Technologies_1-4_December_2025_HKUST_Hong_Kong_China.pdf |
| CoDÆN: Benchmarks and Comparison of Evolutionary Community Detection Algorithms for Dynamic Networks / Paoletti, G., Gioacchini, L., Mellia, M., Vassio, L., Almeida, J.. - In: ACM TRANSACTIONS ON THE WEB. - ISSN 1559-114X. - ELETTRONICO. - 19:3(2025). [10.1145/3718988] | 1-gen-2025 | Giordano PaolettiLuca GioacchiniMarco MelliaLuca VassioJussara Almeida | 3718988.pdf |
| Operationalizing AI/ML in Future Networks: A Bird's Eye View from the System Perspective / Liu, Q., Zhang, T., Hemmatpour, M., Qiu, H., Zhang, D., Chen, C.S., Mellia, M., Aghasaryan, A.. - In: IEEE COMMUNICATIONS MAGAZINE. - ISSN 0163-6804. - STAMPA. - 63:4(2025), pp. 176-182. [10.1109/mcom.001.2400033] | 1-gen-2025 | Zhang, TianzhuMellia, Marco + | Operationalizing_AI_ML_in_Future_Networks_A_Birds_Eye_View_from_the_System_Perspective.pdf; Operationalizing_AI_ML_in_Future_Networks_A_Birds_Eye_View_from_the_System_Perspective.pdf |
| PACMNET V3, N2, June 2025 Editorial / Mellia, Marco; Lutu, Andra; Zhang, Ying. - In: THE PROCEEDINGS OF THE ACM ON NETWORKING. - ISSN 2834-5509. - 3:CoNEXT2(2025), pp. 1-1. [10.1145/3730981] | 1-gen-2025 | Marco Mellia + | 3730981.pdf |
| STAP: Leveraging State-Transition Adversarial Perturbations for Asymmetric Website Fingerprinting Defenses / Huang, J., Liu, W., Liu, G., Gao, B.o., Nie, F., Mellia, M.. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 22:6(2025), pp. 6200-6214. [10.1109/tnsm.2025.3597075] | 1-gen-2025 | Mellia, Marco + | STAP_Leveraging_State-Transition_Adversarial_Perturbations_for_Asymmetric_Website_Fingerprinting_Defenses.pdf; STAP_Leveraging_State-Transition_Adversarial_Perturbations_for_Asymmetric_Website_Fingerprinting_Defenses.pdf |
| Understanding Topics API in the Wild: Dubious Usage and Stale Adoption / Verna, Alberto; Jha, Nikhil; Trevisan, Martino; Mellia, Marco. - In: IEEE TRANSACTIONS ON PRIVACY. - ISSN 2836-208X. - ELETTRONICO. - 2:(2025), pp. 119-130. [10.1109/TP.2025.3615120] | 1-gen-2025 | Verna, AlbertoJha, NikhilTrevisan, MartinoMellia, Marco | Understanding_Topics_API_in_the_Wild_Dubious_Usage_and_Stale_Adoption.pdf |
| Cross-network Embeddings Transfer for Traffic Analysis / Gioacchini, L., Mellia, M., Vassio, L., Drago, I., Milan, G., Houidi, Z.B., Rossi, D.. - 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, M., Drago, I., Mellia, M., Vassio, L., Giordano, D., Valentim, R., Houidi, Z.B.. - 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 |
| 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, N., Trevisan, M., Leonardi, E., Mellia, M.. - 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, S., Lutu, A., Wamser, F., Favale, T., Vomhoff, V., Krolikowski, M., Mellia, M., Perino, D., Hoßfeld, T.. - 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, R., Drago, I., Mellia, M., Cerutti, F.. - 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, M., Soro, F., Mellia, M., Drago, I., Morla, R.. - 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, A., Giordano, D., Vassio, L., Mellia, M.. - 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 |