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2020 – today
- 2024
[j7]Claudio A. Ardagna
, Nicola Bena, Nadia Bennani, Chirine Ghedira Guégan, Nicolò Grecchi, Genoveva Vargas-Solar:
Revisiting Trust Management in the Data Economy: A Road Map. IEEE Internet Comput. 28(4): 21-29 (2024)- [j6]Nicola Bena, Marco Anisetti, Gabriele Gianini, Claudio A. Ardagna:
Certifying Accuracy, Privacy, and Robustness of ML-Based Malware Detection. SN Comput. Sci. 5(6): 710 (2024) - [c11]Nicola Bena, Marco Pedrinazzi, Marco Anisetti, Omar Hasan, Lionel Brunie:
A Transparent Certification Scheme Based on Blockchain for Service-Based Systems. ICWS 2024: 501-511 - [e2]Nicola Bena, Beniamino Di Martino, Antonio Maratea, Alessandro Sperduti, Emanuel Di Nardo, Angelo Ciaramella, Raffaele Montella, Claudio A. Ardagna:
Proceedings of the 2nd Italian Conference on Big Data and Data Science (ITADATA 2023), Naples, Italy, September 11-13, 2023. CEUR Workshop Proceedings 3606, CEUR-WS.org 2024 [contents] - 2023
- [j5]Zhibo Zhang, Sani Umar, Ahmed Y. Al Hammadi, Sangyoung Yoon, Ernesto Damiani, Claudio Agostino Ardagna, Nicola Bena, Chan Yeob Yeun:
Explainable Data Poison Attacks on Human Emotion Evaluation Systems Based on EEG Signals. IEEE Access 11: 18134-18147 (2023) - [j4]Claudio A. Ardagna, Nicola Bena, Cédric Hébert, Maria Krotsiani, Christos Kloukinas, George Spanoudakis:
Big Data Assurance: An Approach Based on Service-Level Agreements. Big Data 11(3): 239-254 (2023) - [j3]Marco Anisetti, Claudio A. Ardagna, Nicola Bena, Ernesto Damiani:
Rethinking Certification for Trustworthy Machine-Learning-Based Applications. IEEE Internet Comput. 27(6): 22-28 (2023) - [j2]Marco Anisetti, Claudio Agostino Ardagna, Nicola Bena:
Multi-Dimensional Certification of Modern Distributed Systems. IEEE Trans. Serv. Comput. 16(3): 1999-2012 (2023) - [j1]Marco Anisetti, Claudio A. Ardagna, Alessandro Balestrucci, Nicola Bena, Ernesto Damiani, Chan Yeob Yeun:
On the Robustness of Random Forest Against Untargeted Data Poisoning: An Ensemble-Based Approach. IEEE Trans. Sustain. Comput. 8(4): 540-554 (2023) - [c10]Claudio A. Ardagna, Nicola Bena:
Non-Functional Certification of Modern Distributed Systems: A Research Manifesto. SSE 2023: 71-79 - [c9]Marco Anisetti, Claudio A. Ardagna, Nicola Bena:
Continuous Certification of Non-functional Properties Across System Changes. ICSOC (1) 2023: 3-18 - [c8]Marco Anisetti, Claudio A. Ardagna, Nicola Bena, Vincenzo Giandomenico, Gabriele Gianini:
Lightweight Behavior-Based Malware Detection. MEDES 2023: 237-250 - [e1]Marco Anisetti, Angela Bonifati, Nicola Bena, Claudio A. Ardagna, Donato Malerba:
Proceedings of the 1st Italian Conference on Big Data and Data Science (itaDATA 2022), Milan, Italy, September 20-21, 2022. CEUR Workshop Proceedings 3340, CEUR-WS.org 2023 [contents] - [i5]Zhibo Zhang, Sani Umar, Ahmed Y. Al Hammadi, Sangyoung Yoon, Ernesto Damiani, Claudio Agostino Ardagna, Nicola Bena, Chan Yeob Yeun:
Explainable Data Poison Attacks on Human Emotion Evaluation Systems based on EEG Signals. CoRR abs/2301.06923 (2023) - [i4]Marco Anisetti, Claudio A. Ardagna, Nicola Bena, Ernesto Damiani:
Towards Certification of Machine Learning-Based Distributed Systems. CoRR abs/2305.16822 (2023) - [i3]Marco Anisetti, Claudio A. Ardagna, Nicola Bena, Ernesto Damiani, Paolo G. Panero:
Managing ML-Based Application Non-Functional Behavior: A Multi-Model Approach. CoRR abs/2311.12686 (2023) - 2022
- [c7]Claudio A. Ardagna, Nicola Bena, Ramon Martín de Pozuelo:
Bridging the Gap Between Certification and Software Development. ARES 2022: 19:1-19:10 - [c6]Marco Anisetti, Nicola Bena, Filippo Berto, Gwanggil Jeon:
A DevSecOps-based Assurance Process for Big Data Analytics. ICWS 2022: 1-10 - [c5]Nicola Bena, Ruslan Bondaruc, Antongiacomo Polimeno:
Security Assurance in Modern IoT Systems. VTC Spring 2022: 1-5 - [i2]Marco Anisetti, Claudio A. Ardagna, Alessandro Balestrucci, Nicola Bena, Ernesto Damiani, Chan Yeob Yeun:
On the Robustness of Ensemble-Based Machine Learning Against Data Poisoning. CoRR abs/2209.14013 (2022) - [i1]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:
New data poison attacks on machine learning classifiers for mobile exfiltration. CoRR abs/2210.11592 (2022) - 2021
- [c4]Marco Anisetti, Claudio Agostino Ardagna, Nicola Bena, Ruslan Bondaruc:
Towards an Assurance Framework for Edge and IoT Systems. EDGE 2021: 41-43 - [c3]Marco Anisetti, Claudio Agostino Ardagna, Nicola Bena, Andrea Foppiani:
An Assurance-Based Risk Management Framework for Distributed Systems. ICWS 2021: 482-492 - 2020
- [c2]Marco Anisetti, Claudio A. Ardagna, Nicola Bena, Ernesto Damiani:
An Assurance Framework and Process for Hybrid Systems. ICETE (Selected Papers) 2020: 79-101 - [c1]Marco Anisetti, Claudio A. Ardagna, Nicola Bena, Ernesto Damiani:
Stay Thrifty, Stay Secure: A VPN-based Assurance Framework for Hybrid Systems. ICETE (2) 2020: 98-109
Coauthor Index
aka: Claudio Agostino Ardagna
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