A framework for trustworthiness assessment based on fidelity in cyber and physical domains
Vincenzo De Florio, Giuseppe Primiero
备注:
Draft version of a paper accepted for publication in the Proceedings of to ANTIFRAGILE 2015 (2nd International Workshop on Computational Antifragility and Antifragile Engineering, https://sites.google.com/site/antifragile15/)
We introduce a method for the assessment of trust for n-open systems based on a measurement of fidelity and present a prototypic implementation of a complaint architecture. We construct a MAPE loop which monitors the compliance between corresponding figures of interest in cyber- and physical domains; derive measures of the system's trustworthiness; and use them to plan and execute actions aiming at guaranteeing system safety and resilience. We conclude with a view on our future work.
Explainable AI-Driven Cyber Risk Analytics and Model Reliability Assessment for Intelligent Governance of U.S. Critical Infrastructure: An XGBoost and SHAP-Based Intrusion Detection Framework
Department of Business Information Systems, Central Michigan University(中央密歇根大学商业信息系统系);Department of Information Studies, Trine University(特林大学信息学系);Department of Computer Science, Maharishi International University(Maharishi国际大学计算机科学系)
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Advanced Digital Sciences Center, Illinois at Singapore(伊利诺伊大学新加坡先进数字科学中心);GovTech Singapore(新加坡政府科技局);Singapore University of Technology and Design(新加坡科技设计大学);Nanyang Technological University(南洋理工大学)