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MELLIA, MARCO

MELLIA, MARCO  

Dipartimento di Automatica e Informatica  

003516  

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CoDÆN: Benchmarks and Comparison of Evolutionary Community Detection Algorithms for Dynamic Networks / Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara. - In: ACM TRANSACTIONS ON THE WEB. - ISSN 1559-114X. - ELETTRONICO. - (2025). [10.1145/3718988] 1-gen-2025 Giordano PaolettiLuca GioacchiniMarco MelliaLuca VassioJussara Almeida paper.pdf
Join the Chat: How Curiosity Sparks Participation in Telegram Groups / Paoletti, Giordano; Almeida, Jussara M.; Vassio, Luca; Gonçalves, Marcos André; Mellia, Marco. - 19:(2025), pp. 1493-1509. (Intervento presentato al convegno International AAAI Conference on Web and Social Media tenutosi a Copenhagen (DK) nel June 23–26, 2025) [10.1609/icwsm.v19i1.35884]. 1-gen-2025 Paoletti, GiordanoVassio, LucaMellia, Marco + 35884-Article Text-39952-1-2-20250607.pdf
Topic-wise Exploration of the Telegram Group-verse / Perlo, Alessandro; Paoletti, Giordano; Jha, Nikhil; Vassio, Luca; MARQUES DE ALMEIDA GONCALVES, Jussara; Mellia, Marco. - (2025), pp. 1792-1801. (Intervento presentato al convegno 15th Temporal Web Analytics Workshop (TempWeb 2025) in conjunction with The Web Conference 2025 tenutosi a Sidney (AUS) nel 28 April - 2 May 2025) [10.1145/3701716.3717506]. 1-gen-2025 Paoletti GiordanoJha NikhilVassio LucaAlmeida JussaraMellia Marco + 3701716.3717506.pdf
A First View of Topics API Usage in the Wild / Verna, Alberto; Jha, Nikhil; Trevisan, Martino; Mellia, Marco. - ELETTRONICO. - (2024), pp. 48-54. (Intervento presentato al convegno The 20th International Conference on emerging Networking EXperiments and Technologies tenutosi a Los Angeles (USA) nel December 9 - 12, 2024) [10.1145/3680121.3697810]. 1-gen-2024 Alberto VernaNikhil JhaMartino TrevisanMarco Mellia 3680121.3697810.pdf
AutoPenBench: Benchmarking Generative Agents for Penetration Testing / Gioacchini, Luca; Mellia, Marco; Drago, Idilio; Delsanto, Alexander; Siracusano, Giuseppe; Bifulco, Roberto. - ELETTRONICO. - (2024). [10.48550/arXiv.2410.03225] 1-gen-2024 Luca GioacchiniMarco MelliaIdilio Drago + 2410.03225v2.pdf
Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks / Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara M.. - ELETTRONICO. - (2024). (Intervento presentato al convegno 4th Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2024 tenutosi a Vancouver (CDN) nel 2024). 1-gen-2024 Giordano PaolettiLuca GioacchiniMarco MelliaLuca Vassio + 2312.13784.pdf
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
Detecting Edge and Node Anomalies with Temporal GNNs / Cavallo, Andrea; Gioacchini, Luca; Mellia, Marco; Vassio, Luca. - ELETTRONICO. - (2024), pp. 7-13. (Intervento presentato al convegno 3rd GNNet Workshop - Graph Neural Networking Workshop tenutosi a Los Angeles, California (USA) nel December 9, 2024) [10.1145/3694811.3697818]. 1-gen-2024 Gioacchini, LucaMellia, MarcoVassio, Luca + 3694811.3697818.pdf
Dynamic Cluster Analysis to Detect and Track Novelty in Network Telescopes / Huang, Kai; Gioacchini, Luca; Mellia, Marco; Vassio, Luca. - (2024), pp. 287-296. (Intervento presentato al convegno 2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) tenutosi a Vienna (AUT) nel 08-12 July 2024) [10.1109/EuroSPW61312.2024.00037]. 1-gen-2024 Huang KaiGioacchini LucaMellia MarcoVassio Luca 2024_WTMC_evolutionary_darknet_workshop.pdf; Dynamic_Cluster_Analysis_to_Detect_and_Track_Novelty_in_Network_Telescopes.pdf
Explainable Stacking Models based on Complementary Traffic Embeddings / Gioacchini, Luca; Santos, Welton; Lopes, Barbara; Drago, Idilio; Mellia, Marco; Almeida Jussara, M.; Gonçalves Marcos, André. - (2024), pp. 261-272. (Intervento presentato al convegno 2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) tenutosi a Vienna (AUT) nel 08-12 July 2024) [10.1109/EuroSPW61312.2024.00035]. 1-gen-2024 Gioacchini LucaDrago IdilioMellia Marco + 2024_WTMC_Stacking.pdf; Explainable_Stacking_Models_based_on_Complementary_Traffic_Embeddings.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
Incremental Federated Host Embeddings for Network Telescopes Traffic Analysis / Huang, Kai; Gioacchini, Luca; Mellia, Marco; Vassio, Luca. - ELETTRONICO. - (2024), pp. 41-46. (Intervento presentato al convegno IEEE 44th International Conference on Distributed Computing Systems (ICDCS) tenutosi a Jersey City, NJ (USA) nel 23-23 July 2024) [10.1109/icdcsw63686.2024.00013]. 1-gen-2024 Huang, KaiGioacchini, LucaMellia, MarcoVassio, Luca Incremental_Federated_Host_Embeddings_for_Network_Telescopes_Traffic_Analysis.pdf; 2024_AIDCS_DarkVec_federated.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
Monitoring Web QoE in Satellite Networks from Passive Measurements / Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Perdices, Daniel; Mellia, Marco. - (2024), pp. 669-676. (Intervento presentato al convegno 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC) tenutosi a Las Vegas (USA) nel 06-09 January 2024) [10.1109/ccnc51664.2024.10454720]. 1-gen-2024 Perna, GianlucaTrevisan, MartinoGiordano, DaniloMellia, Marco + Monitoring_Web_QoE_in_Satellite_Networks_from_Passive_Measurements.pdf; SatCom_QoE_CCNC.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