BENA, NICOLA
BENA, NICOLA
Dipartimento di Informatica Giovanni Degli Antoni
Techno/Ecofeminism in Action: Fair and Responsible Resource Allocation for Sustainable Data Science Pipelines
2025 G. Vargas-Solar, J.-. Zechinelli-Martini, C.A. Ardagna, N. Bena, N. Bennani, B. Catania, J.A. Espinosa-Oviedo, C.G. Guegan, A. Mauri
Towards the Assessment of Trustworthy AI: A Catalog-Based Approach
2025 M. Anisetti, C.A. Ardagna, N. Bena, A. Nasim
AI Impermanence: Achilles’ Heel for AI Assessment?
2025 K. Brecker, S. Lins, N. Bena, C.A. Ardagna, M. Anisetti, A. Sunyaev
Protecting machine learning from poisoning attacks: A risk-based approach
2025 N. Bena, M. Anisetti, E. Damiani, C.Y. Yeun, C.A. Ardagna
Decolonizing Federated Learning: Designing Fair and Responsible Resource Allocation
2025 G. Vargas-Solar, N. Bennani, J.A. Espinosa-Oviedo, A. Mauri, J. Zechinelli-Martini, B. Catania, C. Ardagna, N. Bena
Trusting Data Updates to Drone-Based Model Evolution
2025 M. Anisetti, C.A. Ardagna, N. Bena, E. Damiani, C.Y. Yeun, S. Yoon
A Transparent Certification Scheme Based on Blockchain for Service-Based Systems
2024 N. Bena, M. Pedrinazzi, M. Anisetti, O. Hasan, L. Brunie
Continuous Management of Machine Learning-Based Application Behavior
2024 M. Anisetti, C.A. Ardagna, N. Bena, E. Damiani, P.G. Panero
Revisiting Trust Management in the Data Economy: A Roadmap
2024 C.A. Ardagna, N. Bena, N. Bennani, C. Ghedira-Guegan, N. Grecchi, G. Vargas-Solar
NON-FUNCTIONAL CERTIFICATION OF MODERN DISTRIBUTED SYSTEMS
2024 N. Bena
Lightweight Behavior-Based Malware Detection
2024 M. Anisetti, C.A. Ardagna, N. Bena, V. Giandomenico, G. Gianini
Certifying accuracy, privacy, and robustness of ML-based malware detection
2024 N. Bena, M. Anisetti, G. Gianini, C.A. Ardagna
Big Data Assurance: An Approach Based on Service-Level Agreements
2023 C.A. Ardagna, N. Bena, C. Hebert, M. Krotsiani, C. Kloukinas, G. Spanoudakis
On the Robustness of Random Forest Against Untargeted Data Poisoning: An Ensemble-Based Approach
2023 M. Anisetti, C.A. Ardagna, A. Balestrucci, N. Bena, E. Damiani, C. Yeob Yeun
Rethinking Certification for Trustworthy Machine Learning-Based Applications
2023 M. Anisetti, C.A. Ardagna, N. Bena, E. Damiani
Non-Functional Certification of Modern Distributed Systems: A Research Manifesto
2023 C.A. Ardagna, N. Bena
Continuous Certification of Non-functional Properties Across System Changes
2023 M. Anisetti, C.A. Ardagna, N. Bena
Explainable Data Poison Attacks on Human Emotion Evaluation Systems Based on EEG Signals
2023 Z. Zhang, S. Umar, A.Y. Al Hammadi, S. Yoon, E. Damiani, C.A. Ardagna, N. Bena, C. Yeob Yeun
A DevSecOps-based Assurance Process for Big Data Analytics
2022 M. Anisetti, N. Bena, F. Berto, G. Jeon
Security Assurance in Modern IoT Systems
2022 N. Bena, R. Bondaruc, A. Polimeno