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Nicola Bena
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 20
Top Topics
Distributed Systems
Big Data Analytics
Eeg Signals
Deadlock Detection
Top Venues
CoRR
ICWS
IEEE Internet Comput.
SSE
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Publications
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Marco Anisetti
,
Claudio A. Ardagna
,
Nicola Bena
,
Vincenzo Giandomenico
,
Gabriele Gianini
Lightweight Behavior-Based Malware Detection.
MEDES
(2023)
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
(2023)
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 (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 Agostino Ardagna
,
Nicola Bena
Multi-Dimensional Certification of Modern Distributed Systems.
IEEE Trans. Serv. Comput.
16 (3) (2023)
Marco Anisetti
,
Claudio A. Ardagna
,
Nicola Bena
Continuous Certification of Non-functional Properties Across System Changes.
ICSOC (1)
(2023)
Marco Anisetti
,
Nicola Bena
,
Filippo Berto
,
Gwanggil Jeon
A DevSecOps-based Assurance Process for Big Data Analytics.
ICWS
(2022)
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
(2022)
Claudio A. Ardagna
,
Nicola Bena
,
Ramon Martín de Pozuelo
Bridging the Gap Between Certification and Software Development.
ARES
(2022)
Nicola Bena
,
Ruslan Bondaruc
,
Antongiacomo Polimeno
Security Assurance in Modern IoT Systems.
VTC Spring
(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)
Marco Anisetti
,
Claudio Agostino Ardagna
,
Nicola Bena
,
Andrea Foppiani
An Assurance-Based Risk Management Framework for Distributed Systems.
ICWS
(2021)
Marco Anisetti
,
Claudio Agostino Ardagna
,
Nicola Bena
,
Ruslan Bondaruc
Towards an Assurance Framework for Edge and IoT Systems.
EDGE
(2021)
Marco Anisetti
,
Claudio Agostino Ardagna
,
Nicola Bena
,
Ernesto Damiani
Stay Thrifty, Stay Secure: A VPN-based Assurance Framework for Hybrid Systems.
ICETE (2)
(2020)
Marco Anisetti
,
Claudio Agostino Ardagna
,
Nicola Bena
,
Ernesto Damiani
An Assurance Framework and Process for Hybrid Systems.
ICETE (Selected Papers)
(2020)