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Pubblication Details
Authors:Davide Cerotti
Daniele Codetta Raiteri
Giovanna Dondossola
Lavinia Egidi
Giuliana Franceschinis
Luigi Portinale
Roberta Terruggia
Scientific Area:Probabilistic Graphical Models
Computer Security
Dependability and Reliability
Title:A modular infrastructure for the validation of cyberattack detection systems
Published on:TR-INF-2022-05-01-UNIPMN
Publisher:DiSIT, Computer Science Institute, UPO
Year:2022
Tipo Pubblicazione:Technical Report
URL:http://www.di.unipmn.it...R-INF-2022-05-01-UNIPMN.pdf
Abstract:We propose a framework for the evaluation of cyberattack detection systems in which methodological results can be tested in a realistic setup. We emulate a power control infrastructure, an attacker and a monitoring systems. In this controlled environment, through a modular approach, we can evaluate a variety of detection models: we inject adversarial activity, collect logs from the systems, analyze such logs and produce evidences that are later processed by artificial intelligence models that can raise alerts, and give diagnostic or predictive information. The testbed allows us to effectively test the adequacy of the detection mechanisms; currently, it includes man-in-the-middle attacks and false data injection.