An industrial network digital twin for enhanced security of cyber-physical systems

C Grasselli, A Melis, L Rinieri, D Berardi… - 2022 International …, 2022 - ieeexplore.ieee.org
In this manuscript we describe the implementation of a digital twin for industrial networks.
The aim is to provide a playground for cyber-security analysis and validation without the risk …

Real-time Pipeline Reconfiguration of P4 Programmable Switches to Efficiently Detect and Mitigate DDoS Attacks

A Al Sadi, M Savi, D Berardi, A Melis… - … 26th Conference on …, 2023 - ieeexplore.ieee.org
In this work we demonstrate the integration of P4 enabled switches with high level AI
techniques with the aim to improve efficiency and performance of DDoS detection and …

GRAPH4: A Security Monitoring Architecture Based on Data Plane Anomaly Detection Metrics Calculated over Attack Graphs

G Gori, L Rinieri, A Al Sadi, A Melis, F Callegati… - Future Internet, 2023 - mdpi.com
The correct and efficient measurement of security properties is key to the deployment of
effective cyberspace protection strategies. In this work, we propose GRAPH4, which is a …

Unleashing Dynamic Pipeline Reconfiguration of P4 Switches for Efficient Network Monitoring

A Al Sadi, M Savi, A Melis, M Prandini… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
As it is happening in many fields that need efficient and effective classification of data,
Machine Learning (ML) is becoming increasingly popular in network management and …

P-IOTA: A cloud-based geographically distributed threat alert system that leverages P4 and IOTA

A Al Sadi, C Mazzocca, A Melis, R Montanari… - Sensors, 2023 - mdpi.com
The recent widespread novel network technologies for programming data planes are
remarkably enhancing the customization of data packet processing. In this direction, the …

Choreography-Defined Networks: A Case Study on DoS Mitigation

S Giallorenzo, J Mauro, A Melis, F Montesi… - … Conference on Service …, 2024 - Springer
Software-defined networking and network function virtualization have brought unparalleled
flexibility in defining and managing network architectures. With the widespread diffusion of …

Towards 6G AI-enabled Service Orchestration in the Cloud Continuum

GF Pittalà, D Borsatti, G Davoli… - 2023 23rd …, 2023 - ieeexplore.ieee.org
End-to-end service orchestration leveraging computing and communication resources in the
cloud continuum is addressed. A modular architecture is proposed to facilitate data-driven/AI …

P4DM: Measure the Link Delay with P4

A Al Sadi, D Berardi, F Callegati, A Melis, M Prandini - Sensors, 2022 - mdpi.com
Network management strategies depend on a timely and accurate knowledge of the network
performance measures. Among these, one of the most relevant is the delay of the links …

Guest Editors Introduction: Special Issue on Advanced Management of Softwarized Networks

W Kellerer, G Schembra, J Hwang… - … on Network and …, 2021 - ieeexplore.ieee.org
The Softwarization of networks is enabled by the SDN (Software-Defined Networking), NV
(Network Virtualization), and NFV (Network Function Virtualization) paradigms, and offers …

P4dm: An Effective Approach to Link Delay Measurement with P4

A Al Sadi, M Prandini, A Melis, F Callegati… - Available at SSRN … - papers.ssrn.com
Software defined networking enables efficient management of complex network topologies.
The effectiveness of monitoring and configuration strategies, however, depends on precise …