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

Idilio Drago

  • Email: idilio.drago@polito.it
  • Phone: +39 - 011090 - 4127

Linkedin Profile: https://www.linkedin.com/in/idilio-drago-7498b911/

  1. Boffa, Matteo; Drago, Idilio; Mellia, Marco; Vassio, Luca; Giordano, Danilo; Valentim, Rodolfo; Houidi, Zied Ben, LogPrécis: Unleashing language models for automated malicious log analysis, 2024
  2. Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Drago, Idilio; Milan, Giulia; Houidi, Zied Ben; Rossi, Dario, Cross-network Embeddings Transfer for Traffic Analysis, 2024
  3. Gioacchini, Luca; Santos, Welton; Lopes, Barbara; Drago, Idilio; Mellia, Marco; Almeida Jussara, M.; Gonçalves Marcos, André, Explainable Stacking Models based on Complementary Traffic Embeddings, 2024
  4. VIEIRA VALENTIM, Rodolfo; Drago, Idilio; Mellia, Marco; Cerutti, Federico, X-squatter: AI Multilingual Generation of Cross-Language Sound-squatting, 2024
  5. Gioacchini, Luca; Mellia, Marco; Drago, Idilio; Delsanto, Alexander; Siracusano, Giuseppe; Bifulco, Roberto, AutoPenBench: Benchmarking Generative Agents for Penetration Testing, 2024
  6. Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Mellia, Marco, URLGEN – Towards Automatic URL Generation Using GANs, 2023
  7. Valentim, Rodolfo; Drago, Idilio; Mellia, Marco; Cerutti, Federico, Lost in Translation: AI-based Generator of Cross-Language Sound-Squatting, 2023
  8. Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Ben Houidi, Zied; Rossi, Dario, i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis, 2023
  9. Trevisan, Martino; Soro, Francesca; Mellia, Marco; Drago, Idilio; Morla, Ricardo, Attacking DoH and ECH: Does Server Name Encryption Protect Users’ Privacy?, 2023
  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, 2022
  11. Vieira Valentim, Rodolfo; Drago, Idilio; Cerutti, Federico; Mellia, Marco, AI-based Sound-Squatting Attack Made Possible, 2022
  12. Boffa, Matteo; Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, Zied, Towards NLP-based Processing of Honeypot Logs, 2022
  13. Favale, Thomas; Giordano, Danilo; Drago, Idilio; Mellia, Marco, What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring, 2022
  14. Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Drago, Idilio, A first look at HTTP/3 adoption and performance, 2022
  15. Soro, Francesca; Favale, Thomas; Giordano, Danilo; Vassio, Luca; Ben Houidi, Zied; Drago, Idilio, The New Abnormal: Network Anomalies in the AI Era, 2021
  16. 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, 2021
  17. Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Houidi, Zied Ben; Rossi, Dario, DarkVec: automatic analysis of darknet traffic with word embeddings, 2021
  18. Rescio, Tommaso; Favale, Thomas; Soro, Francesca; Mellia, Marco; Drago, Idilio, DPI Solutions in Practice: Benchmark and Comparison, 2021
  19. Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco, RL-IoT: Reinforcement Learning to Interact with IoT Devices, 2021
  20. Favale, Thomas; Trevisan, Martino; Drago, Idilio; Mellia, Marco, α-MON: Traffic Anonymizer for Passive Monitoring, 2021
  21. Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Cerutti, Federico; Mellia, Marco, Augmenting phishing squatting detection with GANs, 2021
  22. Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Khatouni, Ali Safari, Measuring HTTP/3: Adoption and Performance, 2021
  23. Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Munafo, Maurizio Matteo; Mellia, Marco, Five Years at the Edge: Watching Internet From the ISP Network, 2020
  24. Favale, Thomas; Soro, Francesca; Trevisan, Martino; Drago, Idilio; Mellia, Marco, Campus Traffic and e-Learning during COVID-19 Pandemic, 2020
  25. 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, 2020
  26. Favale, Thomas; Trevisan, Martino; Drago, Idilio; Mellia, Marco, α-MON: Anonymized Passive Traffic Monitoring, 2020
  27. Trevisan, Martino; Soro, Francesca; Mellia, Marco; Drago, Idilio; Morla, Ricardo, Does domain name encryption increase users' privacy?, 2020
  28. Soro, Francesca; Allegretta, Mauro; Mellia, Marco; Drago, Idilio; Bertholdo, Leandro M., Sensing the Noise: Uncovering Communities in Darknet Traffic, 2020
  29. Drago, Idilio; Mellia, Marco; D’Alconzo, Alessandro, Big Data in Computer Network Monitoring, 2020
  30. Drago, Idilio; Mellia, Marco; D’Alconzo, Alessandro, Big Data in Computer Network Monitoring, 2020
  31. 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, 2019
  32. Soro, Francesca; Drago, Idilio; Trevisan, Martino; Mellia, Marco; Ceron, Joao; J. Santanna, Jose, Are Darknets All The Same? On Darknet Visibility for Security Monitoring, 2019
  33. Favale, Thomas; Mellia, Marco; Drago, Idilio; Trevisan, Martino, Privacy-preserving network monitoring at high-speed, 2019
  34. Dralconzo, Alessandro; Drago, Idilio; Morichetta, Andrea; Mellia, Marco; Casas, Pedro, A Survey on Big Data for Network Traffic Monitoring and Analysis, 2019
  35. Trevisan, Martino; Drago, Idilio; Mellia, Marco, PAIN: A Passive Web Performance Indicator for ISPs, 2019
  36. Trevisan, Martino; Drago, Idilio, Robust URL Classification With Generative Adversarial Networks, 2019
  37. Manzoor, J.; Cerda-Alabern, L.; Sadre, R.; Drago, I., Improving Performance of QUIC in WiFi, 2019
  38. 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, 2019
  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; Lusso, Stefano; Vallero, Sara; Attardi, Giuseppe; Barchiesi, Alex; Colla, Alberto; Galeazzi, Fulvio, HPC4AI, an AI-on-demand federated platform endeavour, 2018
  40. Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Mellia, Marco; Munafo, Maurizio, Five Years at the Edge: Watching Internet from the ISP Network, 2018
  41. Trevisan, Martino; Drago, Idilio; Mellia, Marco; Song, Han Hee; Baldi, Mario, AWESoME: Big Data for Automatic Web Service Management in SDN, 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, 2018
  43. Trevisan, Martino; Drago, Idilio; Mellia, Marco, Measuring Web Speed From Passive Traces, 2018
  44. Manzoor, Jawad; Sadre, Ramin; Drago, Idilio; Cerda-Alabern, Llorenc, Is There a Case for Parallel Connections with Modern Web Protocols?, 2018
  45. 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
  46. Trevisan, Martino; Drago, Idilio; Mellia, Marco; Munafo, Maurizio M., Automatic detection of DNS manipulations, 2017
  47. Bocchi, Enrico; Drago, Idilio; Mellia, Marco, Personal Cloud Storage Benchmarks and Comparison, 2017
  48. Trevisan, Martino; Drago, Idilio; Mellia, Marco, PAIN: A Passive Web Speed Indicator for ISPs, 2017
  49. 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, 2017
  50. Manzoor, Jawad; Drago, Idilio; Sadre, Ramin, How HTTP/2 is changing web traffic and how to detect it, 2017
  51. Guarnieri, Thiago; Drago, Idilio; Vieira, Alex B.; Cunha, Italo; Almeida, Jussara, Characterizing QoE in Large-Scale Live Streaming, 2017
  52. Trevisan, Martino; Drago, Idilio; Mellia, Marco; H. H., Song; Baldi, Mario, WHAT: A Big Data Approach for Accounting of Modern Web Services, 2016
  53. Trevisan, Martino; Drago, Idilio; Mellia, Marco; Munafo', MAURIZIO MATTEO, Towards web service classification using addresses and DNS, 2016
  54. Vassio, Luca; Drago, Idilio; Mellia, Marco, Detecting user actions from HTTP traces: Toward an automatic approach, 2016
  55. 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, 2016
  56. Trevisan, Martino; Drago, Idilio; Mellia, Marco, Impact of Access Line Capacity on Adaptive Video Streaming Quality - A Passive Perspective, 2016
  57. Bocchi, Enrico; Drago, Idilio; Mellia, Marco, Experiences of Cloud Storage Service Monitoring: Performance Assessment and Comparison, 2016
  58. Manzoor, Jawad; Drago, Idilio; Sadre, Ramin, The curious case of parallel connections in HTTP/2, 2016
  59. Drago, Idilio; Ricciato, Fabio; Sadre, Ramin, Report from the 6th PhD School on Traffic Monitoring and Analysis (TMA), 2016
  60. 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, 2016
  61. 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, 2016
  62. Bocchi, Enrico; Drago, Idilio; Mellia, Marco, Personal cloud storage: Usage, performance and impact of terminals, 2015
  63. 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, 2015
  64. Drago, Idilio; Hofstede, Rick; Sadre, Ramin; Sperotto, Anna; Pras, Aiko, Measuring Cloud Service Health Using NetFlow/IPFIX: The WikiLeaks Case, 2015
  65. Goncalves, Glauber; Drago, Idilio; Da Silva, Ana Paula Couto; Vieira, Alex Borges; Almeida, Jussara M., Modeling the Dropbox client behavior, 2014
  66. Goncalves, Glauber; Drago, Idilio; Silva, Ana Paula Couto da; Almeida, Jussara M.; Vieira, Alex Borges, Characterizing and Modeling the Dropbox Workload, 2014
  67. 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, 2014
  68. Drago, Idilio; Bocchi, Enrico; Mellia, Marco; Herman, Slatman; Aiko, Pras, Benchmarking personal cloud storage, 2013
  69. Drago, Idilio, Understanding and Monitoring Cloud Services, 2013
  70. Hofstede, Rick; Drago, Idilio; Sperotto, Anna; Sadre, Ramin; Pras, Aiko, Measurement Artifacts in NetFlow Data, 2013
  71. Drago, Idilio; Ricardo, de O. Schmidt; Hofstede, Rick; Sperotto, Anna; Karimzadeh, Morteza; Haverkort, Boudewijn R.; Pras, Aiko, Networking for the Cloud: Challenges and Trends, 2013
  72. Drago, Idilio; Mellia, Marco; Munafo', MAURIZIO MATTEO; Anna, Sperotto; Ramin, Sadre; Aiko, Pras, Inside Dropbox: Understanding Personal Cloud Storage Services, 2012
  73. Hofstede, Rick; Drago, Idilio; Moura, Giovane C. M.; Pras, Aiko, Carrier ethernet OAM: An overview and comparison to IP OAM, 2011
  74. Drago, Idilio; Sadre, Ramin; Pras, Aiko, Report of the third workshop on the usage of NetFlow/IPFIX in network management, 2011
  75. Hofstede, Rick; Drago, Idilio; Sperotto, Anna; Pras, Aiko, Flow monitoring experiences at the ethernet-layer, 2011
  76. 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, 2011
  77. Drago, Idilio; Pras, Aiko, Scalable service performance monitoring, 2010
  78. Fabris, Fábio; Drago, Idilio; Varejão, Flávio M., A multi-measure nearest neighbor algorithm for time series classification, 2008
  79. 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, 2008