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Volume 11
Issue 2
10.3390/electronics11020234
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Article

Construction and Analysis of Integral User-Oriented Trustworthiness Metrics

by
Evgenia Novikova
*,
Elena Doynikova
*,
Diana Gaifulina
and
Igor Kotenko
*
St. Petersburg Federal Research Center of the Russian Academy of Sciences (SPC RAS), 14ya Liniya V.O. 39, 199178 St. Petersburg, Russia
*
Authors to whom correspondence should be addressed.
Electronics 2022, 11(2), 234; https://doi.org/10.3390/electronics11020234
Submission received: 16 November 2021 / Revised: 20 December 2021 / Accepted: 5 January 2022 / Published: 12 January 2022
(This article belongs to the Special Issue Security and Trust in Next Generation Cyber-Physical Systems)
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Abstract

Trustworthiness metrics help users to understand information system’s or a device’s security, safety, privacy, resilience, and reliability level. These metrics have different types and natures. The challenge consists of the integration of these metrics into one clear, scalable, sensitive, and reasonable metric representing overall trustworthiness level, useful for understanding if the users can trust the system or for the comparison of the devices and information systems. In this research, the authors propose a novel algorithm for calculation of an integral trustworthiness risk score that is scalable to any number of metrics, considers their criticality, and does not perform averaging in a case when all metrics are of equal importance. The obtained trustworthiness risk score could be further transformed to trustworthiness level. The authors analyze the resulting integral metric sensitivity and demonstrate its advantages on the series of experiments.
Keywords: trustworthiness; risk score; information security; privacy; integral metrics; calculation; sensitivity analysis; algorithm trustworthiness; risk score; information security; privacy; integral metrics; calculation; sensitivity analysis; algorithm

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MDPI and ACS Style

Novikova, E.; Doynikova, E.; Gaifulina, D.; Kotenko, I. Construction and Analysis of Integral User-Oriented Trustworthiness Metrics. Electronics 2022, 11, 234. https://doi.org/10.3390/electronics11020234

AMA Style

Novikova E, Doynikova E, Gaifulina D, Kotenko I. Construction and Analysis of Integral User-Oriented Trustworthiness Metrics. Electronics. 2022; 11(2):234. https://doi.org/10.3390/electronics11020234

Chicago/Turabian Style

Novikova, Evgenia, Elena Doynikova, Diana Gaifulina, and Igor Kotenko. 2022. "Construction and Analysis of Integral User-Oriented Trustworthiness Metrics" Electronics 11, no. 2: 234. https://doi.org/10.3390/electronics11020234

APA Style

Novikova, E., Doynikova, E., Gaifulina, D., & Kotenko, I. (2022). Construction and Analysis of Integral User-Oriented Trustworthiness Metrics. Electronics, 11(2), 234. https://doi.org/10.3390/electronics11020234

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