Simone Magnani
Simone Magnani
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Publications
Type
Conference paper
Journal article
Date
2024
2023
2022
Pruning Federated Learning Models for Anomaly Detection in Resource-Constrained Environments
The evolving complexity of modern IT infrastructures has paved the way for malicious actors to exploit a wide array of vulnerabilities …
Simone Magnani
,
Stefano Braghin
,
Ambrish Rawat
,
Roberto Doriguzzi-Corin
,
Mark Purcell
,
Domenico Siracusa
PDF
Enhancing Network Intrusion Detection: An Online Metodology for Performance Evaluation
Machine learning models have been extensively proposed for classifying network flows as benign or malicious, either in-network or at …
Simone Magnani
,
Roberto Doriguzzi-Corin
,
Domenico Siracusa
PDF
Towards Application-Aware Provisioning of Security Services with Kubernetes
In network security, Network Function Virtualization can be exploited to implement flexible security services tailored to specific user …
Roberto Doriguzzi
,
Silvio Cretti
,
Tiziana Catena
,
Simone Magnani
,
Domenico Siracusa
PDF
A Control Plane Enabling Automated and Fully Adaptive Network Traffic Monitoring With eBPF
The extended Berkeley Packet Filter (eBPF) enables the dynamic injection of user-defined processing logic at run-time in the Linux …
Simone Magnani
,
Fulvio Risso
,
Domenico Siracusa
PDF
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