Ph.D. in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 36th cycle (2020-2023)
Ph.D. obtained in 2024
Dissertation:
Generative Approaches to Sound-Squatting: AI Tools and Validation (Abstract)
Tutors:
Marco Mellia Idilio DragoProfile
Research topic
AI-Powered Darknets/Honeypots for Supporting Network Anomaly Detection
Research interests
Teaching
Teachings
Master of Science
- Machine learning for networking. A.A. 2022/23, COMMUNICATIONS ENGINEERING. Collaboratore del corso
- Network measurement laboratory. A.A. 2022/23, COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING (INGEGNERIA TELEMATICA E DELLE COMUNICAZIONI). Collaboratore del corso
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- 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 - VIEIRA VALENTIM, Rodolfo (2024)
Generative Approaches to Sound-Squatting: AI Tools and Validation. relatore: MELLIA, MARCO; DRAGO, IDILIO; , 36. XXXVI Ciclo, P.: 121
Doctoral Thesis - 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 - Valentim, Rodolfo; Drago, Idilio; Mellia, Marco; Cerutti, Federico (2023)
Lost in Translation: AI-based Generator of Cross-Language Sound-Squatting. In: 2023 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), Delft, Netherlands, 2-7 July 2023, pp. 513-520. ISBN: 979-8-3503-2720-5
Contributo in Atti di Convegno (Proceeding) - Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Mellia, Marco (2023)
URLGEN – Towards Automatic URL Generation Using GANs. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 20, pp. 3734-3746. ISSN 1932-4537
Contributo su Rivista - Vieira Valentim, Rodolfo; Drago, Idilio; Cerutti, Federico; Mellia, Marco (2022)
AI-based Sound-Squatting Attack Made Possible. In: 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), Genoa, Italy, 06-10 June 2022, pp. 448-453. ISBN: 978-1-6654-9560-8
Contributo in Atti di Convegno (Proceeding) - Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Cerutti, Federico; Mellia, Marco (2021)
Augmenting phishing squatting detection with GANs. In: ACM CoNEXT 2021 - International Conference on emerging Networking EXperiments and Technologies, Virtual Event Germany, 7 December 2021, pp. 3-4. ISBN: 9781450391337
Contributo in Atti di Convegno (Proceeding) - Valentim, Rodolfo Vieira; Comarela, Giovanni; Park, Souneil; Sáez-Trumper, Diego (2021)
Tracking Knowledge Propagation Across Wikipedia Languages. In: Fifteenth International AAAI Conference on Web and Social Media, virtuale, June 7-10, 2021, pp. 1046-1052. ISBN: 978-1-57735-869-5
Contributo in Atti di Convegno (Proceeding)