Dottorando in Ingegneria Informatica E Dei Sistemi , 38o ciclo (2022-2025)
Dipartimento di Automatica e Informatica (DAUIN)
Profilo
Dottorato di ricerca
Titolo della tesi
Privacy and Security in Federated Learning: Attacks and Defense Mechanisms
Argomento di ricerca
Data Privacy and Security in Federated Learning: Attacks and Defense Mechanisms
Tutori
Presentazione della ricerca
Keywords
Pubblicazioni
Pubblicazioni più recenti Vedi tutte le pubblicazioni su Porto@Iris
- Esposito, Giuseppe.; Magliano, Enrico.; Scarano, N.; Ahmed Eltaras, T.; Guerrero ... (2026)
AI-Based Detection and Classification of Adversarial and Fault-Induced Threats in Split Computing. In: IEEE TRANSACTIONS ON DEVICE AND MATERIALS RELIABILITY, pp. 1-15. ISSN 1530-4388
Contributo su Rivista - Esposito, Giuseppe; Magliano, Enrico; Scarano, Nicola; Ahmed-Eltaras, Tamer; ... (2025)
AI-based Classification of Intentional vs. Unintentional Corruptions in the Split Computing context. In: 2025 IEEE 31st International Symposium on On-Line Testing and Robust System Design (IOLTS), Ischia, Naples, Italy, 7-9 July 2025, pp. 1-7. ISBN: 979-8-3315-3334-2
Contributo in Atti di Convegno (Proceeding) - Ahmed Eltaras, Tamer; Malluhi, Qutaibah; Savino, Alessandro; Di Carlo, Stefano; Qayyum, ... (2025)
R-CONV++: uncovering privacy vulnerabilities through analytical gradient inversion attacks. In: COMPUTING, vol. 107, pp. 1-25. ISSN 0010-485X
Contributo su Rivista - Eltaras, Tamer Ahmed; Malluhi, Qutaibah; Savino, Alessandro; Di Carlo, Stefano; Qayyum, ... (2025)
R-CONV: An Analytical Approach for Efficient Data Reconstruction via Convolutional Gradients. In: 25th International Conference on Web Information Systems Engineering, WISE 2024, Doha (QAT), December 2–5, 2024, pp. 271-285. ISSN 0302-9743. ISBN: 9789819605750
Contributo in Atti di Convegno (Proceeding) - AHMED ELTARAS, Tamer; Fornaciari, William; Zoni, Davide (2019)
Partial Packet Forwarding to Improve Performance in Fully Adaptive Routing for Cache-Coherent NoCs. In: 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), Pavia (ITA), 13-15 February 2019, pp. 33-40. ISBN: 978-1-7281-1644-0
Contributo in Atti di Convegno (Proceeding)