Perlo, Alessandro; Paoletti, Giordano; Jha, Nikhil; Vassio, Luca; MARQUES DE ALMEIDA GONCALVES, Jussara; Mellia, Marco, Topic-wise Exploration of the Telegram Group-verse, in: WWW '25: Companion Proceedings of the ACM on Web Conference 2025, 2025, pp. 1792-1801
De Santis, Francesco; Huang, Kai; Valentim, Rodolfo; Giordano, Danilo; Mellia, Marco; Houidi, Zied Ben; Rossi, Dario, CFA-Bench: Cybersecurity Forensic Llm Agent Benchmark and Testing, in: 2025 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), 2025, pp. 217-225
Verna, Alberto; Jha, Nikhil; Trevisan, Martino; Mellia, Marco, A First View of Topics API Usage in the Wild, in: CoNEXT '24: Proceedings of the 20th International Conference on emerging Networking EXperiments and Technologies, 2024, pp. 48-54
Boffa, Matteo; Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, Zied, Towards NLP-based Processing of Honeypot Logs, in: 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), 2022, pp. 314-321
Boffa, M.; Vassio, L.; Mellia, M.; Drago, I.; Milan, G.; Houidi, Z. B.; Rossi, D., On using pretext tasks to learn representations from network logs, in: NativeNi '22: Proceedings of the 1st International Workshop on Native Network Intelligence, 2022, pp. 21-26
Fior, Jacopo; Favale, Thomas; Cagliero, Luca; Giordano, Danilo; Mellia, Marco; Baralis, Elena; Ronchiadin, Silvia; Baracco, Paolo; Moncalvo, Dario, Legal Entity Disambiguation for Financial Crime Detection, in: 2022 IEEE International Conference on Big Data (Big Data), 2022, pp. 6639-6641
Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Cerutti, Federico; Mellia, Marco, Augmenting phishing squatting detection with GANs, in: CoNEXT-SW'21: Proceedings of the CoNEXT Student Workshop, 2021, pp. 3-4
Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Houidi, Zied Ben; Rossi, Dario, DarkVec: automatic analysis of darknet traffic with word embeddings, in: CoNEXT '21: Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies, 2021, pp. 76-89
Fassio, Edoardo; Ciociola, Alessandro; Giordano, Danilo; Noussan, Michel; Vassio, Luca; Mellia, Marco, Environmental and Economic Comparison of ICEV and EV in Car Sharing, in: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC) , 2021, pp. 1621-1626
Favale, Thomas; Trevisan, Martino; Drago, Idilio; Mellia, Marco, α-MON: Anonymized Passive Traffic Monitoring, in: Proceedings of the 2020 32nd International Teletraffic Congress (ITC 32), 2020, pp. 10-18
Gomes Ferreira, Carlos Henrique; Murai, Fabricio; Couto da Silva, Ana Paula; de Almeida, Jussara Marques; Trevisan, Martino; Vassio, Luca; Drago, Idilio; Mellia, Marco, Unveiling Community Dynamics on Instagram Political Network, in: 12th ACM Conference on Web Science, 2020, pp. 231-240
Ciociola, Alessandro; Cocca, Michele; Giordano, Danilo; Vassio, Luca; Mellia, Marco, E-Scooter Sharing: Leveraging Open Data for System Design, in: 2020 IEEE/ACM 24th International Symposium on Distributed Simulation and Real Time Applications (DS-RT), 2020, pp. 1-8
Jha, Nikhil; Favale, Thomas; Vassio, Luca; Trevisan, Martino; Mellia, Marco, z-anonymity: Zero-Delay Anonymization for Data Streams, in: Proceedings of the 2020 IEEE International Conference on Big Data (Big Data), 2020, pp. 3996-4005
Barulli, Michelangelo; Ciociola, Alessandro; Cocca, Michele; Vassio, Luca; Giordano, Danilo; Mellia, Marco, On Scalability of Electric Car Sharing in Smart Cities, in: 2020 IEEE International Smart Cities Conference (ISC2), 2020, pp. 1-8
Zargarian, Golnaz; Vassio, L; Munafo, Maurizio; Mellia, M, Mining Patterns in Mobile Network Logs, in: IFIP/IEEE Symposium on Integrated Network and Service Management, 2019, pp. 1-6
Cerquitelli, Tania; DI CORSO, Evelina; Proto, Stefano; Capozzoli, Alfonso; Bellotti, Fabio; Cassese, MARIA GIOVANNA; Baralis, ELENA MARIA; Mellia, Marco; Casagrande, Silvia; Tamburini, Martina, Exploring energy performance certificates through visualization, in: Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference,EDBT/ICDT 2019, Lisbon, Portugal, March 26, 2019., 2019,
Trevisan, Martino; Vassio, Luca; Drago, Idilio; Mellia, Marco; MURAI FERREIRA, Fabricio; DINIZ DE FIGUEIREDO, FLAVIO VINICIUS; Couto da Silva, Ana Paula; Almeida, Jussara M., Towards Understanding Political Interactions on Instagram, in: Proceedings of the 30th ACM Conference on Hypertext and Social Media, 2019, pp. 247-251
Trevisan, Martino; Drago, Idilio; Mellia, Marco, Measuring Web Speed From Passive Traces, in: Proceedings of the Applied Networking Research Workshop, 2018, pp. 83-83
Anna Maria Mandalari, ; Andra, Lutu; Ana, Custura; SAFARI KHATOUNI, Ali; Özgü, Alay; BAGNULO BRAUN, MARCELO GABRIEL; Vaibhav, Bajpai; Anna, Brunstrom; Jörg, Ott; Mellia, Marco; Gorry, Fairhurst, Experience: Implications of Roaming in Europe, in: Proceedings of the 24th Annual International Conference on Mobile Computing and Networking, 2018, pp. 179-189
Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Mellia, Marco; Munafo, Maurizio, Five Years at the Edge: Watching Internet from the ISP Network, in: Proceedings of the 14th International Conference on Emerging Networking EXperiments and Technologies (CoNEXT 2018), 2018, pp. 1-12
Giobergia, Flavio; Baralis, Elena; Camuglia, Maria; Cerquitelli, Tania; Mellia, Marco; Neri, Alessandra; Tricarico, Davide; Tuninetti, Alessia, Mining Sensor Data for Predictive Maintenance in the Automotive Industry, in: IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA) 2018, 2018, pp. 351-360
Peón quirós, Miguel; SAFARI KHATOUNI, Ali; Hirsch, Thomas; Mancuso, Vincenzo; Comite, Vincenzo; Lutu, Andra; Alay, Özgü; Alfredsson, Stefan; Karlsson, Jonas; Brunstrom, Anna; Mellia, Marco, Results from Running an Experiment as a Service Platform for Mobile Networks, in: Proceedings of the 11th Workshop on Wireless Network Testbeds, Experimental evaluation & CHaracterization, 2017, pp. 9-16
Trevisan, Martino; Drago, Idilio; Mellia, Marco, PAIN: A Passive Web Speed Indicator for ISPs, in: Proceedings of the 2017 workshop on QoE-based Analysis and Management of Data Communication Networks, 2017,
SAFARI KHATOUNI, Ali; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; Alfredsson, Stefan; Karlsson, Jonas; Brunstrom, Anna; Alay, Ozgu; Lutu, Andra; Midoglu, Cise; Mancuso, Vincenzo, Speedtest-Like Measurements in 3G/4G Networks: The MONROE Experience, in: Teletraffic Congress (ITC 29), 2017 29th International, 2017, pp. 169-177
Vassio, Luca; Mellia, Marco; Figueiredo, Flavio; Couto da Silva, Ana Paula; Almeida, Jussara M., Mining and modeling web trajectories from passive traces, in: 2017 IEEE International Conference on Big Data (BIGDATA), 2017, pp. 4016-4021
Alay, Özgü; Brunstrom, Anna; SAFARI KHATOUNI, Ali; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; Lutu, Andra; Peón quirós, Miguel; Mancuso, Vincenzo; Hirsch, Thomas; Evensen, Kristian; Hansen, Audun; Alfredsson, Stefan; Karlsson, Jonas, Experience: An Open Platform for Experimentation with Commercial Mobile Broadband Networks, in: Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017, pp. 70-78
Vassio, Luca; Giordano, Danilo; Trevisan, Martino; Mellia, Marco; Couto da Silva, Ana Paula, Users’ Fingerprinting Techniques from TCP Traffic, in: Proceedings of the Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, 2017,
Trevisan, Martino; Drago, Idilio; Mellia, Marco; Munafo, Maurizio M., Automatic detection of DNS manipulations, in: 2017 IEEE International Conference on Big Data (Big Data), 2017, pp. 4010-4015
Ciociola, Alessandro; Cocca, Michele; Giordano, Danilo; Mellia, Marco; Morichetta, Andrea; Putina, Andrian; Salutari, Flavia, UMAP: Urban Mobility Analysis Platform to Harvest Car Sharing Data, in: Proceedings of the IEEE Conference on Smart City Innovations, 2017,
SAFARI KHATOUNI, Ali; AJMONE MARSAN, Marco Giuseppe; Mellia, Marco, Delay tolerant video upload from public vehicles, in: Computer Communications Workshops (INFOCOM WKSHPS), 2016 IEEE Conference on, 2016, pp. 213-218
SAFARI KHATOUNI, Ali; Mellia, Marco; Venturini, Luca; Gallo, Massimo; Perino, Diego, Performance comparison and optimization of ICN prototypes, in: Proceedings of the Information Centric Networking Solutions for Real World Applications Workshop, 2016,
Morichetta, Andrea; Bocchi, Enrico; Metwalley, Hassan; Mellia, Marco, CLUE: Clustering for Mining Web URLs, in: International Teletraffic Congress, 2016, pp. 286-294
Trevisan, Martino; Drago, Idilio; Mellia, Marco; Munafo', MAURIZIO MATTEO, Towards web service classification using addresses and DNS, in: Wireless Communications and Mobile Computing Conference (IWCMC), 2016 International, 2016, pp. 38-43
Clark, David; Texeira, Renata; Mellia, Marco, What has Worked and What Won't Work in Crowdsourcing, in: Proceedings of the 2015 ACM SIGCOMM Workshop on Crowdsourcing and Crowdsharing of Big (Internet) Data, 2015, pp. 51-51
Metwalley, Hassan; Traverso, Stefano; Mellia, Marco, Unsupervised Detection of Web Trackers, in: 2015 IEEE Global Communications Conference (GLOBECOM), 2015, pp. 1-6
Giordano, Danilo; Traverso, Stefano; Mellia, Marco, Exploring Browsing Habits of Internauts, in: AINTEC '15 Proceedings of the Asian Internet Engineering Conference, 2015, pp. 54-61
Bocchi, Enrico; Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Saha, Sabyasachi; Miskovic, Stanislav; Modelo Howard, Gaspar; Lee, Sung Ju, Network Connectivity Graph for Malicious Traffic Dissection, in: 24th International Conference on Computer Communication and Networks (ICCCN), 2015, pp. 1-9
Metwalley, Hassan; Traverso, Stefano; Mellia, Marco; Stanislav, Miskovic; Baldi, Mario, The Online Tracking Horde: A View from Passive Measurements, in: Lecture Notes in Computer ScienceTraffic Monitoring and Analysis, 2015, pp. 111-125
Giordano, Danilo; Traverso, Stefano; Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Tongaonkar, Alok; Saha, Sabyasachi, YouLighter, in: Titolo volume non avvalorato, 2015,
Zied Ben, Houidi; Giuseppe, Scavo; Samir Ghamri, Doudane; Finamore, Alessandro; Traverso, Stefano; Mellia, Marco, Gold Mining in a River of Internet Content Traffic, in: LECTURE NOTES IN COMPUTER SCIENCE, 2014, pp. 91-103
David, Naylor; Finamore, Alessandro; Ilias, Leontiadis; Yan, Grunenberger; Mellia, Marco; Munafo', MAURIZIO MATTEO; Konstantina, Papagiannaki; Peter, Steenkiste, The Cost of the "S" in HTTPS, in: Proceedings of the 10th ACM International on Conference on emerging Networking Experiments and Technologies - CoNEXT '14, 2014, pp. 133-140
Giordano, Danilo; Traverso, Stefano; Grimaudo, Luigi; Baldi, Mario; Baralis, ELENA MARIA; Mellia, Marco, Network Highlighter, in: Titolo volume non avvalorato, 2014,
Finamore, Alessandro; Mellia, Marco; Z., Gilani; K., Papagiannaki; Y., Grunenberger; V., Erramilli, Is There a Case for Mobile Phone Content Pre-staging?, in: Proceeding CoNEXT '13 Proceedings of the ninth ACM conference on Emerging networking experiments and technologies, 2013, pp. 321-326
Drago, Idilio; Bocchi, Enrico; Mellia, Marco; Herman, Slatman; Aiko, Pras, Benchmarking personal cloud storage, in: Proceedings of the 2013 conference on Internet measurement conference - IMC '13, 2013, pp. 205-212
Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Ram, Keralapura, Self-Learning Classifier for Internet traffic, in: 2013 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2013, pp. 423-428
Grimaudo, Luigi; H., Song; Baldi, Mario; Mellia, Marco; Munafo', MAURIZIO MATTEO, TUCAN: Twitter User Centric ANalyzer, in: Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining ASONAM 2013, 2013, pp. 1455-1457
Felipe, Mata; Piotr, Zuraniewski; Michel, Mandjes; Mellia, Marco, Anomaly Detection in VoIP Traffic with Trends, in: Teletraffic Congress (ITC 24), 2012 24th International, 2012, pp. 9-16
Gehlen, V.; Finamore, Alessandro; Mellia, Marco; Munafo', MAURIZIO MATTEO, Uncovering the big players of the web, in: Lecture Notes in Computer Science, 2012, pp. 15-28
Drago, Idilio; Mellia, Marco; Munafo', MAURIZIO MATTEO; Anna, Sperotto; Ramin, Sadre; Aiko, Pras, Inside Dropbox: Understanding Personal Cloud Storage Services, in: Proceedings of the 2012 ACM conference on Internet measurement conference, 2012, pp. 481-494
Bonetto, Edoardo; Mellia, Marco; Meo, Michela, Energy Profiling of ISP Points of Presence, in: Communications (ICC), 2012 IEEE International Conference on, 2012, pp. 5973-5977
BERMUDEZ CORRALES, IGNACIO NICOLAS; Mellia, Marco; Munafo', MAURIZIO MATTEO; Ram, Keralapura; Antonio, Nucci, DNS to the rescue: Discerning Content and Services in a Tangled Web, in: Proceedings of the 2012 ACM conference on Internet measurement conference, 2012, pp. 413-426
Carla, Panarello; AJMONE MARSAN, Marco Giuseppe; Alfio, Lombardo; Mellia, Marco; Meo, Michela; Giovanni, Schembra, On the intertwining between capacity scaling and TCP congestion control, in: Proceedings of the 3rd International Conference on Future Energy Systems Where Energy, Computing and Communication Meet - e-Energy '12, 2012, pp. 1-4
Bota, FLORIN MIRCEA; Khuhawar, FAHEEM YAR KHAN; Mellia, Marco; Meo, Michela, Comparison of energy efficiency in PSTN and VoIP systems, in: Proceedings of the 3rd International Conference on Future Energy Systems Where Energy, Computing and Communication Meet, 2012, pp. 1-4
Ruben, Torres; Finamore, Alessandro; Jin Ryong, Kim; Mellia, Marco; Munafo', MAURIZIO MATTEO; Sanjay, Rao, Dissecting Video Server Selection Strategies in the YouTube CDN, in: 2011 31st International Conference on Distributed Computing Systems, 2011, pp. 248-257
Chiaraviglio, L.; Mellia, Marco, PoliSave: Efficient Power Management of Campus PCs, in: Software, Telecommunications and Computer Networks (SoftCOM), 2010 International Conference on, 2010, pp. 82-87
Panarello, C.; Lombardo, L.; Schembra, G.; Chiaraviglio, Luca; Mellia, Marco, Energy saving and network performance: a trade-off approach, in: Proceedings of the 1st International Conference on Energy-Efficient Computing and Networking, 2010, pp. 41-50
L., Abeni; A., Bakay; M., Biazzini; Birke, ROBERT RENE' MARIA; Leonardi, Emilio; R., Lo Cigno; C., Kiraly; Mellia, Marco; S., Niccolini; J., Seedorf; T., Szemethy; G., Tropea, Network Friendly P2P-TV: The Napa-Wine Approach, in: Peer-to-Peer Computing (P2P), 2010 IEEE Tenth International Conference on, 2010, pp. 1-2
LA MANTIA, G.; Rossi, D.; Finamore, Alessandro; Mellia, Marco; Meo, Michela, Stochastic Packet Inspection for TCP Traffic1, in: Communications (ICC), 2010 IEEE International Conference on, 2010, pp. 1-6
Abeni, L.; Kiraly, C.; Birke, ROBERT RENE' MARIA; Mellia, Marco; Leonardi, Emilio; Traverso, Stefano; LO CIGNO, R., Demonstrating the Impact of P2P Streaming on Video Quality, in: GLOBECOM 2010, 2010 IEEE Global Telecommunications Conference, 2010,
Cascarano, Niccolo'; Este, A.; Risso, FULVIO GIOVANNI OTTAVIO; Gringoli, F.; Salgarelli, L.; Finamore, Alessandro; Mellia, Marco, Comparing P2PTV Traffic Classifiers, in: Communications (ICC), 2010 IEEE International Conference on, 2010, pp. 1-6
Rossi, D; Mellia, Marco; Meo, Michela, Evidences Behind Skype Outage, in: Communications, 2009. ICC '09. IEEE International Conference on, 2009, pp. 1-6
Torres, R. D.; Hajjat, M. Y.; Rao, S. G.; Mellia, Marco; Munafo', MAURIZIO MATTEO, Inferring undesirable behavior from P2P traffic analysis, in: SIGMETRICS '09 Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems, 2009, pp. 25-36
Chiaraviglio, Luca; Mellia, Marco; Neri, Fabio, Reducing Power Consumption in Backbone Networks, in: IEEE International Communications Conference (ICC 2009), Next Generation Networking Symposium, 2009, pp. 1-6
Chiaraviglio, Luca; Mellia, Marco; Neri, Fabio, Energy-aware Backbone Networks: a Case Study, in: First International Workshop on Green Communications (GreenComm'09), 2009, pp. 1-5
Traverso, Stefano; Leonardi, Emilio; Mellia, Marco; Meo, Michela, Network awareness in P2P-TV applications, in: Lecture Notes In Computer Science; Vol. 5733 Proceedings of the 15th Open European Summer School and IFIP TC6.6 Workshop on The Internet of the Future, 2009, pp. 41-50
Chiaraviglio, Luca; Ciullo, Delia; Leonardi, Emilio; Mellia, Marco, How Much Can The Internet Be Greened?, in: 2nd International Workshop on Green Communications (GreenComm 2), 2009, pp. 1-6
Ciullo, Delia; GARCIA DA ROCHA NETA, MARIA ANTONIETA; Horvat, A.; Leonardi, Emilio; Mellia, Marco; Rossi, D.; Telek, M.; Veglia, P., Network Awareness of P2P Live Streaming Applications, in: Parallel & Distributed Processing, 2009. IPDPS 2009. IEEE International Symposium on, 2009, pp. 1-7
Baralis, ELENA MARIA; Bianco, Andrea; Cerquitelli, Tania; Chiaraviglio, Luca; Mellia, Marco, NetCluster: a Clustering-Based Framework for Internet Tomography, in: Proceedings of the IEEE International Conference on Communications 2009 (IEEE ICC '09), 2009,
Bonfiglio, D; Mellia, Marco; Meo, Michela; Rossi, D; Valenti, S; Veglia, P., Pictures from the Skype, in: ACM Sigmetrics 2008, 2008, pp. 83-86
Bonfiglio, D; Mellia, Marco; Meo, Michela; Ritacca, N; Rossi, D., Tracking Down Skype Traffic, in: Titolo volume non avvalorato, 2008, pp. 843-851
Rossi, D; Mellia, Marco; Meo, Michela, Following Skype Signaling Footsteps, in: IT-NEWS - QoS-IP 2008 - The Fourth International Workshop on QoS in Multiservice IP Networks, 2008, pp. 248-253
Kashif, I; Mellia, Marco; Meo, Michela, Measurements of Multicast Television over IP, in: Local & Metropolitan Area Networks, 2007. LANMAN 2007. 15th IEEE Workshop on, 2007, pp. 170-175
Birke, ROBERT RENE' MARIA; Mellia, Marco; Petracca, Michele; Rossi, D., Understanding VoIP from Backbone Measurements, in: INFOCOM 2007. 26th IEEE International Conference on Computer Communications. IEEE, 2007, pp. 2027-2035
Simone, Arena; Birke, ROBERT RENE' MARIA; Mellia, Marco; Petracca, M.; Christian, Racca; Dario, Rossi, Multimedia and streaming traffic analysis, in: Titolo volume non avvalorato, 2006,
Casetti, CLAUDIO ETTORE; Mellia, Marco; Munafo', MAURIZIO MATTEO; Racca, C., QoS Routing with Deceptive Information, in: Titolo volume non avvalorato, 2005,
Franceschinis, M.; Mellia, Marco; Meo, Michela; Munafo', MAURIZIO MATTEO, Measuring TCP over WiFi: A Real Case, in: Titolo volume non avvalorato, 2005,
Wille, E.; Garetto, M.; Mellia, Marco; Leonardi, Emilio; AJMONE MARSAN, Marco Giuseppe, Considering end-to-end QoS in IP network design, in: Telecommunications Network Strategy and Planning Symposium. NETWORKS 2004, 11th International, 2004, pp. 68-74
Luca, Muscariello; Mellia, Marco; Meo, Michela; RENATO LO, Cigno; AJMONE MARSAN, Marco Giuseppe, An MMPP-Based Hierarchical Model of Internet Traffic, in: Communications, 2004 IEEE International Conference on, 2004, pp. 2143-2147
Mellia, Marco; Carpani, A.; LO CIGNO, R., Measuring IP and TCP behavior on Edge Nodes, in: Global Telecommunications Conference, 2002. GLOBECOM '02. IEEE, 2002, pp. 2533-2537
Casetti, CLAUDIO ETTORE; LO CIGNO, R.; Mellia, Marco; Munafo', MAURIZIO MATTEO; Zsoka, Z., A New Class of QoS Routing Strategies Based on Network Graph Reduction, in: INFOCOM 2002. Twenty-First Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings. IEEE (Volume:2 ), 2002, pp. 715-722
Mellia, Marco; Leonardi, Emilio; Feletig, M.; Gaudino, Roberto; Neri, Fabio, Exploiting OTDM technology in WDM networks, in: Titolo volume non avvalorato, 2002, pp. 1822-1831
AJMONE MARSAN, Marco Giuseppe; Bianco, Andrea; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana; Francini, A.; LO CIGNO, R.; Mellia, Marco; Munafo', MAURIZIO MATTEO, An Integrated Software Environment for the Simulation of ATM Networks, in: Titolo volume non avvalorato, 1997,