Nicola Bena

According to our database, Nicola Bena authored at least 22 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Certifying Accuracy, Privacy, and Robustness of ML-Based Malware Detection.

Nicola Bena, Marco Anisetti, Gabriele Gianini, Claudio A. Ardagna

SN Comput. Sci., August, 2024

Revisiting Trust Management in the Data Economy: A Road Map.

Claudio A. Ardagna, Nicola Bena, Nadia Bennani, Chirine Ghedira Guégan, Nicolò Grecchi, Genoveva Vargas-Solar

IEEE Internet Comput., 2024

A Transparent Certification Scheme Based on Blockchain for Service-Based Systems.

Nicola Bena, Marco Pedrinazzi, Marco Anisetti, Omar Hasan, Lionel Brunie

Proceedings of the IEEE International Conference on Web Services, 2024

2023

Big Data Assurance: An Approach Based on Service-Level Agreements.

Claudio A. Ardagna, Nicola Bena, Cédric Hébert, Maria Krotsiani, Christos Kloukinas, George Spanoudakis

Big Data, June, 2023

On the Robustness of Random Forest Against Untargeted Data Poisoning: An Ensemble-Based Approach.

Marco Anisetti, Claudio A. Ardagna, Alessandro Balestrucci, Nicola Bena, Ernesto Damiani, Chan Yeob Yeun

IEEE Trans. Sustain. Comput., 2023

Multi-Dimensional Certification of Modern Distributed Systems.

Marco Anisetti, Claudio Agostino Ardagna, Nicola Bena

IEEE Trans. Serv. Comput., 2023

Rethinking Certification for Trustworthy Machine-Learning-Based Applications.

Marco Anisetti, Claudio A. Ardagna, Nicola Bena, Ernesto Damiani

IEEE Internet Comput., 2023

Managing ML-Based Application Non-Functional Behavior: A Multi-Model Approach.

Marco Anisetti, Claudio A. Ardagna, Nicola Bena, Ernesto Damiani, Paolo G. Panero

CoRR, 2023

Towards Certification of Machine Learning-Based Distributed Systems.

Marco Anisetti, Claudio A. Ardagna, Nicola Bena, Ernesto Damiani

CoRR, 2023

Explainable Data Poison Attacks on Human Emotion Evaluation Systems Based on EEG Signals.

Zhibo Zhang, Sani Umar, Ahmed Y. Al Hammadi, Sangyoung Yoon, Ernesto Damiani, Claudio Agostino Ardagna, Nicola Bena, Chan Yeob Yeun

IEEE Access, 2023

Lightweight Behavior-Based Malware Detection.

Marco Anisetti, Claudio A. Ardagna, Nicola Bena, Vincenzo Giandomenico, Gabriele Gianini

Proceedings of the Management of Digital EcoSystems - 15th International Conference, 2023

Continuous Certification of Non-functional Properties Across System Changes.

Marco Anisetti, Claudio A. Ardagna, Nicola Bena

Proceedings of the Service-Oriented Computing - 21st International Conference, 2023

Non-Functional Certification of Modern Distributed Systems: A Research Manifesto.

Claudio A. Ardagna, Nicola Bena

Proceedings of the IEEE International Conference on Software Services Engineering, 2023

2022

New data poison attacks on machine learning classifiers for mobile exfiltration.

Miguel A. Ramirez, Sangyoung Yoon, Ernesto Damiani, Hussam M. N. Al Hamadi, Claudio Agostino Ardagna, Nicola Bena, Young-Ji Byon, Tae-Yeon Kim, Chung-Suk Cho, Chan Yeob Yeun

CoRR, 2022

On the Robustness of Ensemble-Based Machine Learning Against Data Poisoning.

Marco Anisetti, Claudio A. Ardagna, Alessandro Balestrucci, Nicola Bena, Ernesto Damiani, Chan Yeob Yeun

CoRR, 2022

Security Assurance in Modern IoT Systems.

Nicola Bena, Ruslan Bondaruc, Antongiacomo Polimeno

Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

A DevSecOps-based Assurance Process for Big Data Analytics.

Marco Anisetti, Nicola Bena, Filippo Berto, Gwanggil Jeon

Proceedings of the IEEE International Conference on Web Services, 2022

Bridging the Gap Between Certification and Software Development.

Claudio A. Ardagna, Nicola Bena, Ramon Martín de Pozuelo

Proceedings of the ARES 2022: The 17th International Conference on Availability, Reliability and Security, Vienna,Austria, August 23, 2022

2021

An Assurance-Based Risk Management Framework for Distributed Systems.

Marco Anisetti, Claudio Agostino Ardagna, Nicola Bena, Andrea Foppiani

Proceedings of the 2021 IEEE International Conference on Web Services, 2021

Towards an Assurance Framework for Edge and IoT Systems.

Marco Anisetti, Claudio Agostino Ardagna, Nicola Bena, Ruslan Bondaruc

Proceedings of the IEEE International Conference on Edge Computing, 2021

2020

An Assurance Framework and Process for Hybrid Systems.

Marco Anisetti, Claudio A. Ardagna, Nicola Bena, Ernesto Damiani

Proceedings of the E-Business and Telecommunications, 2020

Stay Thrifty, Stay Secure: A VPN-based Assurance Framework for Hybrid Systems.

Marco Anisetti, Claudio A. Ardagna, Nicola Bena, Ernesto Damiani

Proceedings of the 17th International Joint Conference on e-Business and Telecommunications, 2020