Federica Uccello

20 papers B 1C 1Misc 5Journal 5Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Feature attribution in 5G intrusion detection: A statistical vs. logic-based comparison. J. Inf. Secur. Appl. Federica Uccello, Simin Nadjm-Tehrani
2026	Misc	`conf`	Mission Explainable: From Feature Attribution to Mitigation in 5G Anomaly Detection. ICNC Federica Uccello, Imtiaz Karim, Kazi Samin Mubasshir, Elisa Bertino, Simin Nadjm-Tehrani
2025	J	`jnl`	A New Cybersecurity Approach Enhanced by xAI-Derived Rules to Improve Network Intrusion Detection and SIEM. Comput. Mater. Continua Federica Uccello, Marek Pawlicki, Salvatore D'Antonio, Rafal Kozik, Michal Choras
2025	J	`jnl`	Investigating Feature Attribution for 5G Network Intrusion Detection. CoRR Federica Uccello, Simin Nadjm-Tehrani
2025	J	`jnl`	The good, the bad, and the algorithm: The impact of generative AI on cybersecurity. Neurocomputing Luigi Coppolino, Salvatore D'Antonio, Giovanni Mazzeo, Federica Uccello
2024	Misc	`conf`	A Novel Approach for Securing Federated Learning: Detection and Defense Against Model Poisoning Attacks. CSR Giovanni Maria Cristiano, Salvatore D'Antonio, Federica Uccello
2024	—	`conf`	A Novel Approach to the Use of Explainability to Mine Network Intrusion Detection Rules. ACIIDS (1) Federica Uccello, Marek Pawlicki, Salvatore D'Antonio, Rafal Kozik, Michal Choras
2024	—	`conf`	A Novel Method of Improving Intrusion Detection Systems Robustness Against Adversarial Attacks, Through Feature Omission and a Committee of Classifiers. ESORICS Workshops (2) Marek Pawlicki, Federica Uccello, Salvatore D'Antonio, Rafal Kozik, Michal Choras
2024	—	`conf`	An Innovative Approach to Real-Time Concept Drift Detection in Network Security. EIDWT Federica Uccello, Marek Pawlicki, Salvatore D'Antonio, Rafal Kozik, Michal Choras
2024	—	`conf`	Comparative Analysis of AI-Based Methods for Enhancing Cybersecurity Monitoring Systems. ICCSA (Workshops 2) Federica Uccello, Marek Pawlicki, Salvatore D'Antonio, Rafal Kozik, Michal Choras
2024	Misc	`conf`	Enhancing Healthcare Data Confidentiality through Decentralized TEE Attestation. CSR Salvatore D'Antonio, Jonah Giglio, Giovanni Mazzeo, Federica Uccello, Teresa Mannarino
2024	J	`jnl`	Evaluating the necessity of the multiple metrics for assessing explainable AI: A critical examination. Neurocomputing Marek Pawlicki, Aleksandra Pawlicka, Federica Uccello, Sebastian Szelest, Salvatore D'Antonio, Rafal Kozik, Michal Choras
2024	—	`conf`	Exploiting Data Spaces to Enable Privacy Preserving Data Exchange in the Energy Supply Chain. ITASEC Luigi Coppolino, Alessandro De Crecchio, Roberto Nardone, Alfredo Petruolo, Luigi Romano, Federica Uccello
2024	Misc	`conf`	Secure and Transparent Data Sharing Among Connected Devices: Integrating Data Spaces and Provenance. CSR Roberto Nardone, Alfredo Petruolo, Federica Uccello
2024	—	`conf`	The Evaluation of Adversarial Attacks Against ML-Powered NIDS in a Realistic Scenario. ICAI (1) Federica Uccello, Marek Pawlicki, Aleksandra Pawlicka, Salvatore D'Antonio, Rafal Kozik, Michal Choras
2024	—	`conf`	Towards Hybrid NIDS: Combining Rule-Based SIEM with AI-Based Intrusion Detectors. ACR Federica Uccello, Marek Pawlicki, Salvatore D'Antonio, Rafal Kozik, Michal Choras
2023	C	`conf`	A Tamper-Resistant Storage Framework for Smart Grid security. PDP Salvatore D'Antonio, Roberto Nardone, Nicola Russo, Federica Uccello
2023	Misc	`conf`	Detection of Radio Frequency Interference in Satellite Ground Segments. CSR Luigi Coppolino, Salvatore D'Antonio, Federica Uccello, Anastasios Lyratzis, Constantinos Bakalis, Souzana Touloumtzi, Ioannis Papoutsis
2023	—	`conf`	Effective Rules for a Rule-Based SIEM System in Detecting DoS Attacks: An Association Rule Mining Approach. ICAI (2) Federica Uccello, Marek Pawlicki, Salvatore D'Antonio, Rafal Kozik, Michal Choras
2022	B	`conf`	Data Provenance for healthcare: a blockchain-based approach. COMPSAC Salvatore D'Antonio, Federica Uccello