Claudio A. Ardagna

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 20

Top Topics

Malware Detection

Distributed Systems

Top Venues

IEEE Internet Comput.

IEEE Trans. Netw. Serv. Manag.

Publications

Nicola Bena, Marco Anisetti, Gabriele Gianini, Claudio A. Ardagna
Certifying Accuracy, Privacy, and Robustness of ML-Based Malware Detection. SN Comput. Sci. 5 (6) (2024)
Claudio A. Ardagna, Nicola Bena, Nadia Bennani, Chirine Ghedira Guegan, Nicolò Grecchi, Genoveva Vargas-Solar
Revisiting Trust Management in the Data Economy: A Road Map. IEEE Internet Comput. 28 (4) (2024)
Claudio A. Ardagna, Valerio Bellandi, Marco Luzzara, Antongiacomo Polimeno
Data Pipelines Assessment: The Role of Data Engine Deployment Models. SEBD (2024)
Filippo Berto, Francesco Minetti, Claudio A. Ardagna, Marco Anisetti
A Methodology for Web Cache Deception Vulnerability Discovery. CLOSER (2024)
Marco Anisetti, Claudio A. Ardagna, Massimo Banzi, Filippo Berto, Ruslan Bondaruc, Ernesto Damiani, Alessandro Pedretti, Arianna Pisati, Antonio Retico
MUSA: A Platform for Data-Intensive Services in Edge-Cloud Continuum. AINA (5) (2024)
Marco Anisetti, Claudio A. Ardagna, Nicola Bena, Vincenzo Giandomenico, Gabriele Gianini
Lightweight Behavior-Based Malware Detection. MEDES (2023)
Marco Anisetti, Claudio A. Ardagna, Nicola Bena, Ernesto Damiani, Paolo G. Panero
Managing ML-Based Application Non-Functional Behavior: A Multi-Model Approach. CoRR (2023)
Claudio A. Ardagna, Nicola Bena
Non-Functional Certification of Modern Distributed Systems: A Research Manifesto. SSE (2023)
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) (2023)
Marco Anisetti, Claudio A. Ardagna, Nicola Bena, Ernesto Damiani
Rethinking Certification for Trustworthy Machine-Learning-Based Applications. IEEE Internet Comput. 27 (6) (2023)
Marco Anisetti, Claudio A. Ardagna, Nicola Bena, Ernesto Damiani
Towards Certification of Machine Learning-Based Distributed Systems. CoRR (2023)
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) (2023)
Marco Anisetti, Claudio A. Ardagna, Filippo Berto
An assurance process for Big Data trustworthiness. Future Gener. Comput. Syst. 146 (2023)
Alessio Rugo, Claudio A. Ardagna, Nabil El Ioini
A Security Review in the UAVNet Era: Threats, Countermeasures, and Gap Analysis. ACM Comput. Surv. 55 (2) (2023)
Marco Anisetti, Claudio A. Ardagna, Nicola Bena
Continuous Certification of Non-functional Properties Across System Changes. ICSOC (1) (2023)
Claudio A. Ardagna, Nicola Bena, Ramon Martín de Pozuelo
Bridging the Gap Between Certification and Software Development. ARES (2022)
Filippo Berto, Claudio A. Ardagna, Marco Torrente, Daniele Manenti, Enrico Ferrari, Aldo Calcante, Roberto Oberti, Cristina Fra', Luca Ciani
A 5G-IoT enabled Big Data infrastructure for data-driven agronomy. GLOBECOM (Workshops) (2022)
Marco Anisetti, Claudio A. Ardagna, Filippo Berto, Ernesto Damiani
A Security Certification Scheme for Information-Centric Networks. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
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 (2022)
Van Thanh Le, Nabil El Ioini, Claus Pahl, Hamid R. Barzegar, Claudio A. Ardagna
A Distributed Trust Layer for Edge Infrastructure. FMEC (2021)