Claudio Ardagna

Claudio Ardagna

Università degli Studi di Milano

H-index: 32

Europe-Italy

About Claudio Ardagna

Claudio Ardagna, With an exceptional h-index of 32 and a recent h-index of 17 (since 2020), a distinguished researcher at Università degli Studi di Milano, specializes in the field of computer science, security, privacy, security certification, SOA.

His recent articles reflect a diverse array of research interests and contributions to the field:

Balancing Protection and Quality in Big Data Analytics Pipelines

MUSA: A Platform for Data-Intensive Services in Edge-Cloud Continuum

Lightweight behavior-based malware detection

An assurance process for Big Data trustworthiness

Explainable data poison attacks on human emotion evaluation systems based on EEG signals

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

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

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

Claudio Ardagna Information

University

Position

Ricercatore

Citations(all)

4167

Citations(since 2020)

1361

Cited By

3459

hIndex(all)

32

hIndex(since 2020)

17

i10Index(all)

83

i10Index(since 2020)

37

Email

University Profile Page

Università degli Studi di Milano

Google Scholar

View Google Scholar Profile

Claudio Ardagna Skills & Research Interests

computer science

security

privacy

security certification

SOA

Top articles of Claudio Ardagna

Title

Journal

Author(s)

Publication Date

Balancing Protection and Quality in Big Data Analytics Pipelines

Big Data

Antongiacomo Polimeno

Paolo Mignone

Chiara Braghin

Marco Anisetti

Michelangelo Ceci

...

2024/4/11

MUSA: A Platform for Data-Intensive Services in Edge-Cloud Continuum

Marco Anisetti

Claudio A Ardagna

Massimo Banzi

Filippo Berto

Ruslan Bondaruc

...

2024/4/9

Lightweight behavior-based malware detection

Marco Anisetti

Claudio A Ardagna

Nicola Bena

Vincenzo Giandomenico

Gabriele Gianini

2023/5/5

An assurance process for Big Data trustworthiness

Future Generation Computer Systems

Marco Anisetti

Claudio A Ardagna

Filippo Berto

2023/9/1

Explainable data poison attacks on human emotion evaluation systems based on EEG signals

IEEE Access

Zhibo Zhang

Sani Umar

Ahmed Y Al Hammadi

Sangyoung Yoon

Ernesto Damiani

...

2023/2/15

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

IEEE Transactions on Sustainable Computing

Marco Anisetti

Claudio A Ardagna

Alessandro Balestrucci

Nicola Bena

Ernesto Damiani

...

2023/7/7

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

Claudio A Ardagna

Nicola Bena

2023/7/2

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

arXiv preprint arXiv:2311.12686

Marco Anisetti

Claudio A Ardagna

Nicola Bena

Ernesto Damiani

Paolo G Panero

2023/11/21

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

Big Data

Claudio A Ardagna

Nicola Bena

Cédric Hébert

Maria Krotsiani

Christos Kloukinas

...

2023/6/1

Continuous Certification of Non-functional Properties Across System Changes

Marco Anisetti

Claudio A Ardagna

Nicola Bena

2023/11/20

Towards Certification of Machine Learning-Based Distributed Systems

arXiv preprint arXiv:2305.16822

Marco Anisetti

Claudio A Ardagna

Nicola Bena

Ernesto Damiani

2023/5/26

Rethinking Certification for Trustworthy Machine Learning-Based Applications

IEEE Internet Computing

Marco Anisetti

Claudio A Ardagna

Nicola Bena

Ernesto Damiani

2023/10/6

A security certification scheme for information-centric networks

IEEE Transactions on Network and Service Management

Marco Anisetti

Claudio A Ardagna

Filippo Berto

Ernesto Damiani

2022/4/6

2022 IEEE International Conference On Web Services

Claudio Agostino Ardagna

Nimanthi Atukorala

Boualem Benatallah

Athman Bouguettaya

Fabio Casati

...

2022/7/11

A security review in the UAVNet era: threats, countermeasures, and gap analysis

Alessio Rugo

Claudio A Ardagna

Nabil El Ioini

2022/1/17

2022 IEEE International Conference On Edge Computing & Communications

Claudio Agostino Ardagna

Hongyi Bian

Carl K Chang

Rong N Chang

Ernesto Damiani

...

2022/7/11

A 5G-IoT enabled Big Data infrastructure for data-driven agronomy

Filippo Berto

Claudio Ardagna

Marco Torrente

Daniele Manenti

Enrico Ferrari

...

2022/12/4

IEEE International Conference on Web Services. ICWS 2022, Barcelona, Spain. IEEE 2022, ISBN 978-1-6654-8143-4.

Claudio A Ardagna

Nimanthi L Atukorala

Boualem Benatallah

Athman Bouguettaya

Fabio Casati

...

2022

2022 IEEE International Conference On Services Computing

Claudio Agostino Ardagna

Hongyi Bian

Carl K Chang

Rong N Chang

Ernesto Damiani

...

2022/7/11

New data poison attacks on machine learning classifiers for mobile exfiltration

arXiv preprint arXiv:2210.11592

Miguel A Ramirez

Sangyoung Yoon

Ernesto Damiani

Hussam Al Hamadi

Claudio Agostino Ardagna

...

2022/10/20

See List of Professors in Claudio Ardagna University(Università degli Studi di Milano)

Co-Authors

H-index: 75
Pierangela Samarati

Pierangela Samarati

Università degli Studi di Milano

H-index: 74
Mauro Conti

Mauro Conti

Università degli Studi di Padova

H-index: 61
Sabrina De Capitani di Vimercati

Sabrina De Capitani di Vimercati

Università degli Studi di Milano

H-index: 56
Stefano Paraboschi

Stefano Paraboschi

Università degli Studi di Bergamo

H-index: 53
Claus Pahl

Claus Pahl

Libera Università di Bolzano

H-index: 48
Angelos Stavrou

Angelos Stavrou

Virginia Polytechnic Institute and State University

academic-engine