Idilio Drago

• INFORMATICA, 2022/2023 (39. ciclo)
  Università degli Studi di TORINO
• INFORMATICA, 2021/2022 (38. ciclo)
  Università degli Studi di TORINO

PhD

• Data Science for Networks (didattica di eccellenza). A.A. 2018/19, INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI. Main teacher

Master of Science

• Mobile and sensor networks. A.A. 2019/20, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
• Management and content delivery for Smart Networks: algorithms and modelling. A.A. 2018/19, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso

Bachelor of Science

• Laboratorio di Internet. A.A. 2019/20, INGEGNERIA ELETTRONICA. Collaboratore del corso

• Artificial Intelligence for Network Security (DET)
• Machine Learning for Network measurement and management (DET)
• Performance of network protocols and services (DET)

• TNG (DET)

• Luca Gioacchini. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (37^th cycle, 2021-in progress)
• Rodolfo Vieira Valentim. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (36^th cycle, 2020-2024)
  Thesis: Generative Approaches to Sound-Squatting: AI Tools and Validation
  
  Big Data, Machine Learning, Neural Networks and Data Science
  Communication and Computer Networks
  Big Data, Machine Learning, Neural Networks and Data Science
  Communication and Computer Networks

• Gioacchini, Luca; Santos, Welton; Lopes, Barbara; Drago, Idilio; Mellia, Marco; Almeida ... (2024)
  Explainable Stacking Models based on Complementary Traffic Embeddings. In: 2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), Vienna (AUT), 08-12 July 2024, pp. 261-272. ISBN: 979-8-3503-6729-4
  Contributo in Atti di Convegno (Proceeding)
• VIEIRA VALENTIM, Rodolfo; Drago, Idilio; Mellia, Marco; Cerutti, Federico (2024)
  X-squatter: AI Multilingual Generation of Cross-Language Sound-squatting. In: ACM TRANSACTIONS ON PRIVACY AND SECURITY, vol. 27, pp. 1-27. ISSN 2471-2566
  Contributo su Rivista
• Boffa, Matteo; Drago, Idilio; Mellia, Marco; Vassio, Luca; Giordano, Danilo; Valentim, ... (2024)
  LogPrécis: Unleashing language models for automated malicious log analysis. In: COMPUTERS & SECURITY, vol. 141. ISSN 0167-4048
  Contributo su Rivista
• Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Drago, Idilio; Milan, Giulia; Houidi, ... (2024)
  Cross-network Embeddings Transfer for Traffic Analysis. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 21, pp. 2686-2699. ISSN 1932-4537
  Contributo su Rivista
• Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Ben Houidi, Zied; Rossi, ... (2023)
  i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis. In: ACM TRANSACTIONS ON INTERNET TECHNOLOGY, vol. 23, pp. 1-28. ISSN 1533-5399
  Contributo su Rivista

• Honeypot Entity And Method Of Operating The Same. international Patent
  Inventors: Idilio Drago Marco Mellia Luca Vassio