Tamer Ahmed Eltaras

Argomento di ricerca

Data Privacy and Security in Federated Learning: Attacks and Defense Mechanisms

Tutori

• Stefano Di Carlo
• Alessandro Savino

Presentazione della ricerca

Poster

• SMILIES - reSilient coMputer archItectures and LIfE Sciences (DAUIN)

• 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)
• F., Sabry; AHMED ELTARAS, Tamer; W., Labda; F., Hamza; K., Alzoubi; Q., Malluhi (2022)
  Towards On-Device Dehydration Monitoring Using Machine Learning from Wearable Device’s Data. In: SENSORS, vol. 22. ISSN 1424-8220
  Contributo su Rivista
• 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)