Federica Uccello
Postdoktor
Publikationer
2026
Mission Explainable: From Feature Attribution to Mitigation in 5G Anomaly Detection
2026 INTERNATIONAL CONFERENCE ON COMPUTING, NETWORKING AND COMMUNICATIONS, ICNC
(Konferensbidrag)
https://dx.doi.org/10.1109/ICNC68183.2026.11416967
Are We Shooting Flies with Cannons? Trade-offAnalysis for AI-based 5G Intrusion Detection
IEEE International Symposium on Measurements in Networking and Communications (MNC), Naples, July 13-16, 2026
(Konferensbidrag)
Feature attribution in 5G intrusion detection: A statistical vs. logic-based comparison
Journal of Information Security and Applications, Vol. 99, Artikel 104448
(Artikel i tidskrift)
https://dx.doi.org/10.1016/j.jisa.2026.104448
2025
A New Cybersecurity Approach Enhanced by xAI-Derived Rules to Improve Network Intrusion Detection and SIEM
Computers, Materials and Continua, Vol. 83, s. 1607-1621
(Artikel i tidskrift)
https://dx.doi.org/10.32604/cmc.2025.062801
The good, the bad, and the algorithm: The impact of generative AI on cybersecurity
Neurocomputing, Vol. 623, Artikel 129406
(Artikel i tidskrift)
https://dx.doi.org/10.1016/j.neucom.2025.129406