UCCELLO, FEDERICA
UCCELLO, FEDERICA
Dipartimento di Ingegneria
A New Cybersecurity Approach Enhanced by xAI-Derived Rules to Improve Network Intrusion Detection and SIEM
2025-01-01 Uccello, Federica; Pawlicki, Marek; D'Antonio, Salvatore; Kozik, Rafał; Choraś, Michał
A Novel Approach for Securing Federated Learning: Detection and Defense Against Model Poisoning Attacks
2024-01-01 Cristiano, G. M.; D'Antonio, S.; Uccello, F.
A Novel Approach to the Use of Explainability to Mine Network Intrusion Detection Rules
2024-01-01 Uccello, Federica; Pawlicki, Marek; D'Antonio, Salvatore; Kozik, Rafał; Choraś, Michał
A Novel Method of Improving Intrusion Detection Systems Robustness Against Adversarial Attacks, Through Feature Omission and a Committee of Classifiers
2025-01-01 Pawlicki, Marek; Uccello, Federica; D'Antonio, Salvatore; Kozik, Rafał; Choraś, Michał
A Tamper-Resistant Storage Framework for Smart Grid security
2023-01-01 D'Antonio, S.; Nardone, R.; Russo, N.; Uccello, F.
An Innovative Approach to Real-Time Concept Drift Detection in Network Security
2024-01-01 Uccello, F.; Pawlicki, M.; D'Antonio, S.; Kozik, R.; Choras, M.
Artificial Intelligence Applications in Healthcare Security
2025-01-01 D'Antonio, Salvatore; Uccello, Federica
Comparative Analysis of AI-Based Methods for Enhancing Cybersecurity Monitoring Systems
2024-01-01 Uccello, Federica; Pawlicki, Marek; D'Antonio, Salvatore; Kozik, Rafał; Choraś, Michał
Data Provenance for healthcare: a blockchain-based approach
2022-01-01 D'Antonio, Salvatore; Uccello, Federica
Detection of Radio Frequency Interference in Satellite Ground Segments
2023-01-01 Coppolino, Luigi; D'Antonio, Salvatore; Uccello, Federica; Lyratzis, Anastasios; Bakalis, Constantinos; Touloumtzi, Souzana; Papoutsis, Ioannis
Effective Rules for a Rule-Based SIEM System in Detecting DoS Attacks: An Association Rule Mining Approach
2024-01-01 Uccello, F.; Pawlicki, M.; D'Antonio, S.; Kozik, R.; Choras, M.
Enhancing Healthcare Data Confidentiality through Decentralized TEE Attestation
2024-01-01 D'Antonio, S.; Giglio, J.; Mazzeo, G.; Uccello, F.; Mannarino, T.
Evaluating the necessity of the multiple metrics for assessing explainable AI: A critical examination
2024-01-01 Pawlicki, M.; Pawlicka, A.; Uccello, F.; Szelest, S.; D'Antonio, S.; Kozik, R.; Choras, M.
Exploiting Data Spaces to Enable Privacy Preserving Data Exchange in the Energy Supply Chain
2024-01-01 Coppolino, L.; De Crecchio, A.; Nardone, R.; Petruolo, A.; Romano, L.; Uccello, F.
Secure and Transparent Data Sharing Among Connected Devices: Integrating Data Spaces and Provenance
2024-01-01 Nardone, Roberto; Petruolo, Alfredo; Uccello, Federica
The Evaluation of Adversarial Attacks Against ML-Powered NIDS in a Realistic Scenario
2025-01-01 Uccello, Federica; Pawlicki, Marek; Pawlicka, Aleksandra; D'Antonio, Salvatore; Kozik, Rafał; Choraś, Michal
The good, the bad, and the algorithm: The impact of generative AI on cybersecurity
2025-01-01 Coppolino, Luigi; D'Antonio, Salvatore; Mazzeo, Giovanni; Uccello, Federica
Towards Hybrid NIDS: Combining Rule-Based SIEM with AI-Based Intrusion Detectors
2024-01-01 Uccello, Federica; Pawlicki, Marek; D'Antonio, Salvatore; Kozik, Rafał; Choraś, Michał
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A New Cybersecurity Approach Enhanced by xAI-Derived Rules to Improve Network Intrusion Detection and SIEM | 1-gen-2025 | Uccello, Federica; Pawlicki, Marek; D'Antonio, Salvatore; Kozik, Rafał; Choraś, Michał | |
| A Novel Approach for Securing Federated Learning: Detection and Defense Against Model Poisoning Attacks | 1-gen-2024 | Cristiano, G. M.; D'Antonio, S.; Uccello, F. | |
| A Novel Approach to the Use of Explainability to Mine Network Intrusion Detection Rules | 1-gen-2024 | Uccello, Federica; Pawlicki, Marek; D'Antonio, Salvatore; Kozik, Rafał; Choraś, Michał | |
| A Novel Method of Improving Intrusion Detection Systems Robustness Against Adversarial Attacks, Through Feature Omission and a Committee of Classifiers | 1-gen-2025 | Pawlicki, Marek; Uccello, Federica; D'Antonio, Salvatore; Kozik, Rafał; Choraś, Michał | |
| A Tamper-Resistant Storage Framework for Smart Grid security | 1-gen-2023 | D'Antonio, S.; Nardone, R.; Russo, N.; Uccello, F. | |
| An Innovative Approach to Real-Time Concept Drift Detection in Network Security | 1-gen-2024 | Uccello, F.; Pawlicki, M.; D'Antonio, S.; Kozik, R.; Choras, M. | |
| Artificial Intelligence Applications in Healthcare Security | 1-gen-2025 | D'Antonio, Salvatore; Uccello, Federica | |
| Comparative Analysis of AI-Based Methods for Enhancing Cybersecurity Monitoring Systems | 1-gen-2024 | Uccello, Federica; Pawlicki, Marek; D'Antonio, Salvatore; Kozik, Rafał; Choraś, Michał | |
| Data Provenance for healthcare: a blockchain-based approach | 1-gen-2022 | D'Antonio, Salvatore; Uccello, Federica | |
| Detection of Radio Frequency Interference in Satellite Ground Segments | 1-gen-2023 | Coppolino, Luigi; D'Antonio, Salvatore; Uccello, Federica; Lyratzis, Anastasios; Bakalis, Constantinos; Touloumtzi, Souzana; Papoutsis, Ioannis | |
| Effective Rules for a Rule-Based SIEM System in Detecting DoS Attacks: An Association Rule Mining Approach | 1-gen-2024 | Uccello, F.; Pawlicki, M.; D'Antonio, S.; Kozik, R.; Choras, M. | |
| Enhancing Healthcare Data Confidentiality through Decentralized TEE Attestation | 1-gen-2024 | D'Antonio, S.; Giglio, J.; Mazzeo, G.; Uccello, F.; Mannarino, T. | |
| Evaluating the necessity of the multiple metrics for assessing explainable AI: A critical examination | 1-gen-2024 | Pawlicki, M.; Pawlicka, A.; Uccello, F.; Szelest, S.; D'Antonio, S.; Kozik, R.; Choras, M. | |
| Exploiting Data Spaces to Enable Privacy Preserving Data Exchange in the Energy Supply Chain | 1-gen-2024 | Coppolino, L.; De Crecchio, A.; Nardone, R.; Petruolo, A.; Romano, L.; Uccello, F. | |
| Secure and Transparent Data Sharing Among Connected Devices: Integrating Data Spaces and Provenance | 1-gen-2024 | Nardone, Roberto; Petruolo, Alfredo; Uccello, Federica | |
| The Evaluation of Adversarial Attacks Against ML-Powered NIDS in a Realistic Scenario | 1-gen-2025 | Uccello, Federica; Pawlicki, Marek; Pawlicka, Aleksandra; D'Antonio, Salvatore; Kozik, Rafał; Choraś, Michal | |
| The good, the bad, and the algorithm: The impact of generative AI on cybersecurity | 1-gen-2025 | Coppolino, Luigi; D'Antonio, Salvatore; Mazzeo, Giovanni; Uccello, Federica | |
| Towards Hybrid NIDS: Combining Rule-Based SIEM with AI-Based Intrusion Detectors | 1-gen-2024 | Uccello, Federica; Pawlicki, Marek; D'Antonio, Salvatore; Kozik, Rafał; Choraś, Michał |