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

Idilio Drago

  1. Gioacchini, Luca; Santos, Welton; Lopes, Barbara; Drago, Idilio; Mellia, Marco; Almeida Jussara, M.; Gonçalves Marcos, André, Explainable Stacking Models based on Complementary Traffic Embeddings, in: 2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), 2024, pp. 261-272
  2. 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, pp. 513-520
  3. 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, pp. 307-313
  4. Vieira Valentim, Rodolfo; Drago, Idilio; Cerutti, Federico; Mellia, Marco, AI-based Sound-Squatting Attack Made Possible, in: Titolo volume non avvalorato, 2022, pp. 448-453
  5. 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
  6. 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
  7. 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, pp. 1-8
  8. 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, pp. 37-42
  9. 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
  10. Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco, RL-IoT: Reinforcement Learning to Interact with IoT Devices, in: Titolo volume non avvalorato, 2021, pp. 1-6
  11. 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
  12. 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,
  13. 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
  14. 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
  15. Manzoor, J.; Cerda-Alabern, L.; Sadre, R.; Drago, I., Improving Performance of QUIC in WiFi, in: IEEE Wireless Communications and Networking Conference, WCNC, 2019, pp. 1-6
  16. 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, pp. 3-17
  17. Favale, Thomas; Mellia, Marco; Drago, Idilio; Trevisan, Martino, Privacy-preserving network monitoring at high-speed, in: Privacy-preserving network monitoring at high-speed, 2019,
  18. 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, pp. 1-6
  19. 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
  20. 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, pp. 1-9
  21. Trevisan, Martino; Drago, Idilio; Mellia, Marco, Measuring Web Speed From Passive Traces, in: Proceedings of the Applied Networking Research Workshop, 2018, pp. 83-83
  22. 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
  23. 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; Lusso, Stefano; Vallero, Sara; Attardi, Giuseppe; Barchiesi, Alex; Colla, Alberto; Galeazzi, Fulvio, HPC4AI, an AI-on-demand federated platform endeavour, in: 2018 ACM International Conference on Computing Frontiers, CF 2018 - Proceedings, 2018, pp. 279-286
  24. 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, pp. 1-7
  25. 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, pp. 1-9
  26. 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, pp. 32-42
  27. 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,
  28. 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
  29. 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, pp. 174-180
  30. 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, pp. 43-45
  31. 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, pp. 12-12
  32. 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, pp. 50-55
  33. 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, pp. 7-12
  34. 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, pp. 2740-2745
  35. 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
  36. 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, pp. 100-109
  37. 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, pp. 106-111
  38. 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, pp. 266-274
  39. 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, pp. 1332-1337
  40. Hofstede, Rick; Drago, Idilio; Sperotto, Anna; Sadre, Ramin; Pras, Aiko, Measurement Artifacts in NetFlow Data, in: Passive and Active Measurement, 2013, pp. 1-10
  41. 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
  42. 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
  43. Hofstede, Rick; Drago, Idilio; Sperotto, Anna; Pras, Aiko, Flow monitoring experiences at the ethernet-layer, in: LECTURE NOTES IN COMPUTER SCIENCE, 2011, pp. 134-145
  44. 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, pp. 112-123
  45. Drago, Idilio; Pras, Aiko, Scalable service performance monitoring, in: LECTURE NOTES IN COMPUTER SCIENCE, 2010, pp. 175-178
  46. Fabris, Fábio; Drago, Idilio; Varejão, Flávio M., A multi-measure nearest neighbor algorithm for time series classification, in: LECTURE NOTES IN COMPUTER SCIENCE, 2008, pp. 153-162
  47. 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, pp. 955-960