Federica Uccello

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