Bena Nicola

Protecting machine learning from poisoning attacks: A risk-based approach / N. Bena, M. Anisetti, E. Damiani, C.Y. Yeun, C.A. Ardagna. - In: COMPUTERS & SECURITY. - ISSN 0167-4048. - 155:(2025 Aug), pp. 104468.1-104468.13. [10.1016/j.cose.2025.104468]

Decolonizing Federated Learning: Designing Fair and Responsible Resource Allocation / G. Vargas-Solar, N. Bennani, J.A. Espinosa-Oviedo, A. Mauri, J. Zechinelli-Martini, B. Catania, C. Ardagna, N. Bena - In: 2024 IEEE/ACS 21st International Conference on Computer Systems and Applications (AICCSA)[s.l] : IEEE, 2025 Mar 11. - ISBN 979-8-3315-1824-0. - pp. 1-7 (( Intervento presentato al 21. convegno International Conference on Computer Systems and Applications tenutosi a Sousse nel 2024 [10.1109/aiccsa63423.2024.10912594].

Techno/Ecofeminism in Action: Fair and Responsible Resource Allocation for Sustainable Data Science Pipelines / G. Vargas-Solar, J.-. Zechinelli-Martini, C.A. Ardagna, N. Bena, N. Bennani, B. Catania, J.A. Espinosa-Oviedo, C.G. Guegan, A. Mauri (CEUR WORKSHOP PROCEEDINGS). - In: EDBT/ICDT-WS 2025 : EDBT/ICDT 2025 Workshops / [a cura di] M. Boehm, K. Daudjee. - [s.l] : CEUR-WS, 2025. - pp. 1-9 (( convegno Workshops of the EDBT/ICDT 2025 Joint Conference, EDBT/ICDT-WS 2025 tenutosi a Barcelona nel 2025.

A Transparent Certification Scheme Based on Blockchain for Service-Based Systems / N. Bena, M. Pedrinazzi, M. Anisetti, O. Hasan, L. Brunie (PROCEEDINGS IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES). - In: 2024 IEEE International Conference on Web Services (ICWS)[s.l] : IEEE, 2024 Oct 15. - ISBN 979-8-3503-6855-0. - pp. 501-511 (( convegno International Conferences on Web Services tenutosi a Shenzhen nel 2024 [10.1109/icws62655.2024.00071].

Revisiting Trust Management in the Data Economy: A Roadmap / C.A. Ardagna, N. Bena, N. Bennani, C. Ghedira-Guegan, N. Grecchi, G. Vargas-Solar. - In: IEEE INTERNET COMPUTING. - ISSN 1089-7801. - 28:4(2024 Aug), pp. 21-29. [10.1109/mic.2024.3398403]