BENA, NICOLA
BENA, NICOLA
Dipartimento di Informatica Giovanni Degli Antoni
AI Impermanence: Achilles’ Heel for AI Assessment?
2025 K. Brecker, S. Lins, N. Bena, C.A. Ardagna, M. Anisetti, A. Sunyaev
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
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
Protecting machine learning from poisoning attacks: A risk-based approach
2025 N. Bena, M. Anisetti, E. Damiani, C.Y. Yeun, C.A. Ardagna
Trusting Data Updates to Drone-Based Model Evolution
2025 M. Anisetti, C.A. Ardagna, N. Bena, E. Damiani, C.Y. Yeun, S. Yoon
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
Continuous Management of Machine Learning-Based Application Behavior
2024 M. Anisetti, C.A. Ardagna, N. Bena, E. Damiani, P.G. Panero
A Transparent Certification Scheme Based on Blockchain for Service-Based Systems
2024 N. Bena, M. Pedrinazzi, M. Anisetti, O. Hasan, L. Brunie
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
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
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
A DevSecOps-based Assurance Process for Big Data Analytics
2022 M. Anisetti, N. Bena, F. Berto, G. Jeon
Multi-Dimensional Certification of Modern Distributed Systems
2022 M. Anisetti, C.A. Ardagna, N. Bena
Bridging the Gap between Certification and Software Development
2022 C.A. Ardagna, N. Bena, R.M. De Pozuelo