Publications

A Novel Assurance Procedure for Fair Data Augmentation in Machine Learning
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S. Maghool, P. Ceravolo, F. Berto
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ML Assurance in 6G-Enabled Edge-Cloud Continuum Workflows
The modern edge-cloud continuum data intensive workflows are increasingly based on 6G edge nodes in order to spread their diffusion …
Marco Anisetti, Claudio A. Ardagna, Filippo Berto Ph.D., Alex Della Bruna
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MUSA: A Platform for Data-Intensive Services in Edge-Cloud Continuum
In the rapidly evolving landscape of modern applications, the Edge-Cloud Continuum emerges as a pivotal paradigm, promising …
M. Anisetti, C. A. Ardagna, F. Berto, R. Bondaruc, E. Damiani, A. Pedretti, A. Pisati, Massimo Banzi, Antonio Retico
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ASSURANCE-AWARE 5G EDGE-CLOUD ARCHITECTURES FOR INTENSIVE DATA ANALYTICS
Modern data-intensive applications are increasingly demanding in terms of non-functional properties such as performance, latency, …
Filippo Berto Ph.D.
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Assurance in Advanced 5G Edge Continuum
The implementation of distributed applications is more frequently achieved through the configuration of service-oriented workflows, …
Filippo Berto Ph.D., Claudio A. Ardagna, Massimo Banzi, Marco Anisetti
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A Methodology for Web Cache Deception Vulnerability Discovery
Digital Library
Filippo Berto Ph.D., Francesco Minetti, Claudio Ardagna, Marco Anisetti
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Script Language Security
Claudio A. Ardagna, Ernesto Damiani, Filippo Berto Ph.D.
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An assurance process for Big Data trustworthiness
Modern (industrial) domains are based on large digital ecosystems where huge amounts of data and information need to be collected, …
Marco Anisetti, Claudio A. Ardagna, Filippo Berto Ph.D.
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QoS-Aware Deployment of Service Compositions in 5G-Empowered Edge-Cloud Continuum
Nowadays, modern service compositions are increasingly adopted in critical scenarios where advanced Quality of Services (QoS) such as …
Marco Anisetti, Filippo Berto Ph.D., Ruslan Bondaruc
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A Security Certification Scheme for Information-Centric Networks
Information-Centric Networking is an emerging alternative to host-centric networking designed for large-scale content distribution and …
Marco Anisetti, Claudio A. Ardagna, Filippo Berto Ph.D., Ernesto Damiani
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Orchestration of data-intensive pipeline in 5G-enabled Edge Continuum
Nowadays there is an increasing trend in the volume and velocity of data, typically consumed by data-intensive AI/ML-based services, …
Marco Anisetti, Filippo Berto Ph.D., Massimo Banzi
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A DevSecOps-based Assurance Process for Big Data Analytics
Today big data pipelines are increasingly adopted by service applications representing a key enabler for enterprises to compete in the …
Marco Anisetti, Nicola Bena, Filippo Berto Ph.D., Gwanggil Jeon
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A 5G-IoT enabled Big Data infrastructure for data-driven agronomy
Filippo Berto Ph.D., Claudio Ardagna, Marco Torrente, Daniele Manenti, Enrico Ferrari, Aldo Calcante, Roberto Oberti, Luca Ciani, Others
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Security Certification Scheme for Content-centric Networks
Content-centric networking is emerging as a credible alternative to host-centric networking, especially in scenarios of large-scale …
Marco Anisetti, Claudio A. Ardagna, Filippo Berto Ph.D., Ernesto Damiani
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Spatial bloom filter in named data networking: a memory efficient solution
Among the possible future Internet architectures, Information Centric Networking (ICN) is the most promising one and researchers …
Filippo Berto Ph.D., Luca Calderoni, Mauro Conti, Eleonora Losiouk
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