TNG Group @ Politecnico di Torino
Telecommunication Networks Group @ Politecnico di Torino
TNG Group @ Politecnico di Torino

Idilio Drago

All Publications

  1. Trevisan, Martino; Soro, Francesca; Mellia, Marco; Drago, Idilio; Morla, Ricardo, Attacking DoH and ECH: Does Server Name Encryption Protect Users’ Privacy?, in: ACM TRANSACTIONS ON INTERNET TECHNOLOGY, 2023
  2. Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Drago, Idilio; Milan, Giulia; Houidi, Zied Ben; Rossi, Dario, Cross-network Embeddings Transfer for Traffic Analysis, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2023
  3. Soro, Francesca; Favale, Thomas; Giordano, Danilo; Drago, Idilio; Rescio, Tommaso; Mellia, Marco; Houidi, Zied Ben; Rossi, Dario, Enlightening the Darknets: Augmenting Darknet Visibility with Active Probes, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2023
  4. Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Ben Houidi, Zied; Rossi, Dario, i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis, in: ACM TRANSACTIONS ON INTERNET TECHNOLOGY, 2023
  5. Valentim, Rodolfo; Drago, Idilio; Mellia, Marco; Cerutti, Federico, Lost in Translation: AI-based Generator of Cross-Language Sound-Squatting, in: Titolo volume non avvalorato, 2023
  6. Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Drago, Idilio, A first look at HTTP/3 adoption and performance, in: COMPUTER COMMUNICATIONS, 2022
  7. Vieira Valentim, Rodolfo; Drago, Idilio; Cerutti, Federico; Mellia, Marco, AI-based Sound-Squatting Attack Made Possible, in: Titolo volume non avvalorato, 2022
  8. Drago, Idilio; Mellia, Marco; D’Alconzo, Alessandro, Big Data in Computer Network Monitoring, 2022
  9. Gomes Ferreira, Carlos Henrique; Murai, Fabricio; Silva, Ana P. C.; Trevisan, Martino; Vassio, Luca; Drago, Idilio; Mellia, Marco; Almeida, Jussara M., On network backbone extraction for modeling online collective behavior, in: PLOS ONE, 2022
  10. 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
  11. 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
  12. Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Mellia, Marco, URLGEN – Towards Automatic URL Generation Using GANs, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2022
  13. Favale, Thomas; Giordano, Danilo; Drago, Idilio; Mellia, Marco, What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring, in: 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), 2022
  14. 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
  15. 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
  16. Rescio, Tommaso; Favale, Thomas; Soro, Francesca; Mellia, Marco; Drago, Idilio, DPI Solutions in Practice: Benchmark and Comparison, in: 2021 IEEE Security and Privacy Workshops (SPW), 2021
  17. Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Khatouni, Ali Safari, Measuring HTTP/3: Adoption and Performance, in: Proceedings of the 2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet), 2021
  18. GOMES FERREIRA, CARLOS HENRIQUE; Murai, Fabricio; Silva, Ana Paula Couto.; Almeida, Jussara M.; Trevisan, Martino; Vassio, Luca; Mellia, Marco; Drago, Idilio, On the dynamics of political discussions on Instagram: A network perspective, in: ONLINE SOCIAL NETWORKS AND MEDIA, 2021
  19. Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco, RL-IoT: Reinforcement Learning to Interact with IoT Devices, in: Titolo volume non avvalorato, 2021
  20. Soro, Francesca; Favale, Thomas; Giordano, Danilo; Vassio, Luca; Ben Houidi, Zied; Drago, Idilio, The New Abnormal: Network Anomalies in the AI Era, in: Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning, 2021 , pp. 261 - 288
  21. Favale, Thomas; Trevisan, Martino; Drago, Idilio; Mellia, Marco, α-MON: Traffic Anonymizer for Passive Monitoring, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2021
  22. Favale, Thomas; Soro, Francesca; Trevisan, Martino; Drago, Idilio; Mellia, Marco, Campus Traffic and e-Learning during COVID-19 Pandemic, in: COMPUTER NETWORKS, 2020
  23. Trevisan, Martino; Soro, Francesca; Mellia, Marco; Drago, Idilio; Morla, Ricardo, Does domain name encryption increase users’ privacy?, in: COMPUTER COMMUNICATION REVIEW, 2020
  24. Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Munafo, Maurizio Matteo; Mellia, Marco, Five Years at the Edge: Watching Internet From the ISP Network, in: IEEE-ACM TRANSACTIONS ON NETWORKING, 2020
  25. Soro, Francesca; Allegretta, Mauro; Mellia, Marco; Drago, Idilio; Bertholdo, Leandro M., Sensing the Noise: Uncovering Communities in Darknet Traffic, in: Mediterranean Communication and Computer Networking Conference, 2020
  26. 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
  27. 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
  28. Dralconzo, Alessandro; Drago, Idilio; Morichetta, Andrea; Mellia, Marco; Casas, Pedro, A Survey on Big Data for Network Traffic Monitoring and Analysis, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2019
  29. Soro, Francesca; Drago, Idilio; Trevisan, Martino; Mellia, Marco; Ceron, Joao; J. Santanna, Jose, Are Darknets All The Same? On Darknet Visibility for Security Monitoring, in: 2019 IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN), 2019
  30. Rooke, Felipe; Aquiles, Victor; Vieira Borges, Alex; M Almeida, Jussara; Drago, Idilio, Characterizing Usage Patterns and Service Demand of a Two-Way Car-Sharing System, in: Communications in Computer and Information Science, 2019
  31. Manzoor, J.; Cerda-Alabern, L.; Sadre, R.; Drago, I., Improving Performance of QUIC in WiFi, in: IEEE Wireless Communications and Networking Conference, WCNC, 2019
  32. Trevisan, Martino; Drago, Idilio; Mellia, Marco, PAIN: A Passive Web Performance Indicator for ISPs, in: COMPUTER NETWORKS, 2019
  33. Favale, Thomas; Mellia, Marco; Drago, Idilio; Trevisan, Martino, Privacy-preserving network monitoring at high-speed, in: Privacy-preserving network monitoring at high-speed, 2019
  34. Trevisan, Martino; Drago, Idilio, Robust URL Classification With Generative Adversarial Networks, in: PERFORMANCE EVALUATION REVIEW, 2019
  35. 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
  36. Trevisan, Martino; Drago, Idilio; Mellia, Marco; Song, Han Hee; Baldi, Mario, AWESoME: Big Data for Automatic Web Service Management in SDN, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2018
  37. Drago, Idilio; Mellia, Marco; D’Alconzo, Alessandro, Big Data in Computer Network Monitoring, in: Encyclopedia of Big Data Technologies, 2018 , pp. 1 - 8
  38. 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
  39. Aldinucci, Marco; Rabellino, Sergio; Pironti, Marco; Spiga, Filippo; Viviani, Paolo; Drocco, Maurizio; Guerzoni, Marco; Boella, Guido; Mellia, Marco; Margara, Paolo; Drago, Idilio; Marturano, Roberto; Marchetto, Guido; Piccolo, Elio; Bagnasco, Stefano; Lu, HPC4AI, an AI-on-demand federated platform endeavour, in: 2018 ACM International Conference on Computing Frontiers, CF 2018 - Proceedings, 2018
  40. Manzoor, Jawad; Sadre, Ramin; Drago, Idilio; Cerda-Alabern, Llorenc, Is There a Case for Parallel Connections with Modern Web Protocols?, in: IFIP Networking 201, 2018
  41. Trevisan, Martino; Drago, Idilio; Mellia, Marco, Measuring Web Speed From Passive Traces, in: Proceedings of the Applied Networking Research Workshop, 2018
  42. Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, Zied; Lamali, Mohamed Lamine, You, the Web, and Your Device: Longitudinal Characterization of Browsing Habits, in: ACM TRANSACTIONS ON THE WEB, 2018
  43. 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
  44. Baldi, Mario; Hee Song, Han; Nucci, Antonio; Mellia, Marco; Trevisan, Martino; Drago, Idilio, Automatic rule generation for flow management in software defined networking networks, 2017
  45. Guarnieri, Thiago; Drago, Idilio; Vieira, Alex B.; Cunha, Italo; Almeida, Jussara, Characterizing QoE in Large-Scale Live Streaming, in: Proceedings of the 2017 IEEE Global Communications Conference - GLOBECOM 2017, 2017
  46. Goncalves, Glauber; Vieira, Alex Borges; Drago, Idilio; Da Silva, Ana Paula Couto; Almeida, Jussara M., Cost-Benefit Tradeoffs of Content Sharing in Personal Cloud Storage, in: Proceedings of the 25th IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, MASCOTS 2017, 2017
  47. Manzoor, Jawad; Drago, Idilio; Sadre, Ramin, How HTTP/2 is changing web traffic and how to detect it, in: Proceedings of the 2017 Network Traffic Measurement and Analysis Conference (TMA), 2017
  48. 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
  49. Bocchi, Enrico; Drago, Idilio; Mellia, Marco, Personal Cloud Storage Benchmarks and Comparison, in: IEEE TRANSACTIONS ON CLOUD COMPUTING, 2017
  50. Gonçalves, Glauber Dias; Drago, Idilio; Borges, Alex Vieira; Couto, Ana Paula; de Almeida, Jussara Marques, Analysing Costs and Benefits of Content Sharing in Cloud Storage, in: Proceedings of the 2016 workshop on Fostering Latin-American Research in Data Communication Networks (LANCOMM '16), 2016
  51. Vassio, Luca; Drago, Idilio; Mellia, Marco, Detecting user actions from HTTP traces: Toward an automatic approach, in: Wireless Communications and Mobile Computing Conference (IWCMC), 2016 International, 2016
  52. Bocchi, Enrico; Drago, Idilio; Mellia, Marco, Experiences of Cloud Storage Service Monitoring: Performance Assessment and Comparison, in: Cloud Services for Synchronisation and Sharing (CS3), 2016
  53. Trevisan, Martino; Drago, Idilio; Mellia, Marco, Impact of Access Line Capacity on Adaptive Video Streaming Quality – A Passive Perspective, in: Proceedings of the 2016 Workshop on QoE-based Analysis and Management of Data Communication Networks, 2016
  54. Drago, Idilio; Ricciato, Fabio; Sadre, Ramin, Report from the 6th PhD School on Traffic Monitoring and Analysis (TMA), in: COMPUTER COMMUNICATION REVIEW, 2016
  55. Manzoor, Jawad; Drago, Idilio; Sadre, Ramin, The curious case of parallel connections in HTTP/2, in: Proceedings of the International Conference on Network and Service Management, 2016
  56. Goncalves, Glauber; Drago, Idilio; Da Silva, Ana Paula Couto; Vieira, Alex Borges; Almeida, Jussara M., The Impact of Content Sharing on Cloud Storage Bandwidth Consumption, in: IEEE INTERNET COMPUTING, 2016
  57. 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
  58. Trevisan, Martino; Drago, Idilio; Mellia, Marco; H. H., Song; Baldi, Mario, WHAT: A Big Data Approach for Accounting of Modern Web Services, in: 2016 IEEE International Conference on Big Data (Big Data), 2016
  59. Gonçalves, Glauber D; Drago, Idilio; Vieira, Alex B.; COUTO DA SILVA, ANA PAULA; Almeida, Jussara M.; Mellia, Marco, Workload models and performance evaluation of cloud storage services, in: COMPUTER NETWORKS, 2016
  60. Gonçalves, Glauber; Drago, Idilio; Da Silva, Ana Paula Couto; Vieira, Alex Borges; Almeida, Jussara M., Analyzing the Impact of Dropbox Content Sharing on an Academic Network, in: Proceedings of the 33rd Brazilian Symposium on Computer Networks and Distributed Systems, SBRC 2015, 2015
  61. Drago, Idilio; Hofstede, Rick; Sadre, Ramin; Sperotto, Anna; Pras, Aiko, Measuring Cloud Service Health Using NetFlow/IPFIX: The WikiLeaks Case, in: JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT, 2015
  62. Bocchi, Enrico; Drago, Idilio; Mellia, Marco, Personal cloud storage: Usage, performance and impact of terminals, in: IEEE 4th International Conference on Cloud Networking (CloudNet), 2015
  63. Goncalves, Glauber; Drago, Idilio; Silva, Ana Paula Couto da; Almeida, Jussara M.; Vieira, Alex Borges, Characterizing and Modeling the Dropbox Workload, in: 2014 Brazilian Symposium on Computer Networks and Distributed Systems (SBRC), 2014
  64. Hofstede, Rick; Čeleda, Pavel; Trammell, Brian; Drago, Idilio; Sadre, Ramin; Sperotto, Anna; Pras, Aiko, Flow monitoring explained: From packet capture to data analysis with NetFlow and IPFIX, in: IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2014
  65. Goncalves, Glauber; Drago, Idilio; Da Silva, Ana Paula Couto; Vieira, Alex Borges; Almeida, Jussara M., Modeling the Dropbox client behavior, in: 2014 IEEE International Conference on Communications (ICC), ICC 2014, 2014
  66. 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
  67. Hofstede, Rick; Drago, Idilio; Sperotto, Anna; Sadre, Ramin; Pras, Aiko, Measurement Artifacts in NetFlow Data, in: Passive and Active Measurement, 2013
  68. Drago, Idilio; Ricardo, de O. Schmidt; Hofstede, Rick; Sperotto, Anna; Karimzadeh, Morteza; Haverkort, Boudewijn R.; Pras, Aiko, Networking for the Cloud: Challenges and Trends, in: PRAXIS DER INFORMATIONSVERARBEITUNG UND KOMMUNIKATION, 2013
  69. Drago, Idilio, Understanding and Monitoring Cloud Services, 2013
  70. 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
  71. Hofstede, Rick; Drago, Idilio; Moura, Giovane C. M.; Pras, Aiko, Carrier ethernet OAM: An overview and comparison to IP OAM, in: Lecture Notes in Computer Science, 2011
  72. Hofstede, Rick; Drago, Idilio; Sperotto, Anna; Pras, Aiko, Flow monitoring experiences at the ethernet-layer, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2011
  73. Drago, Idilio; Barbosa, Rafael R. R.; Sadre, Ramin; Pras, Aiko; Schönwälder, Jürgen, Report of the second workshop on the usage of NetFlow/IPFIX in network management, in: JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT, 2011
  74. Drago, Idilio; Sadre, Ramin; Pras, Aiko, Report of the third workshop on the usage of NetFlow/IPFIX in network management, in: JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT, 2011
  75. Drago, Idilio; Pras, Aiko, Scalable service performance monitoring, in: Lecture Notes in Computer Science, 2010
  76. Fabris, Fábio; Drago, Idilio; Varejão, Flávio M., A multi-measure nearest neighbor algorithm for time series classification, in: Lecture Notes in Computer Science, 2008
  77. Mendel, E; Mariano, L. Z.; Drago, Idilio; Loureiro, S.; Rauber, T. W.; Varejão, F. M.; Batista, R. J., Automatic bearing fault pattern recognition using vibration signal analysis, in: IEEE International Symposium on Industrial Electronics, 2008