D 2020

Towards Creation of Automated Prediction Systems for Trust and Dependability Evaluation

CIOROAICA, Emilia, Stanislav CHREN, Oum-El-Kheir AKTOUF, Alf LARSSON, Ram CHILLAREGE et. al.

Basic information

Original name

Towards Creation of Automated Prediction Systems for Trust and Dependability Evaluation

Authors

CIOROAICA, Emilia, Stanislav CHREN (703 Slovakia, guarantor, belonging to the institution), Oum-El-Kheir AKTOUF, Alf LARSSON, Ram CHILLAREGE, Thomas KUHN, Daniel SCHNEIDER and Christian WOLSCHKE

Edition

Split, Croatia, Proceedings of 28th International Conference on Software, Telecommunications and Computer Networks (SoftCom 2020), p. 1-6, 6 pp. 2020

Publisher

IEEE

Other information

Language

English

Type of outcome

Stať ve sborníku

Field of Study

10201 Computer sciences, information science, bioinformatics

Country of publisher

United States of America

Confidentiality degree

není předmětem státního či obchodního tajemství

Publication form

electronic version available online

RIV identification code

RIV/00216224:14330/20:00116281

Organization unit

Faculty of Informatics

ISBN

978-953-290-099-6

DOI

UT WoS

000644442300066

Keywords in English

CPSoS; Cyber-Physical System; Virtual Validation; Trust; Dependability

Tags

Změněno: 16/5/2022 15:11, Mgr. Michal Petr

Abstract

V originále

We advance the ability to design reliable Cyber-Physical Systems of Systems (CPSoSs) by integrating artificial intelligence to the engineering methods of these systems. The current practice relies heavily on independent validation of software and hardware components, with only limited evaluation during engineering integration activities. Furthermore, our changing landscape of real-time adaptive systems allows software components to be dynamically included or re-distributed within a Cyber-Physical System (CPS), with mostly unknown implications on the overall systems integrity, reliability and security. This paper introduces an approach consisting of scientific and engineering processes that enable development of concepts for automated prediction systems for evaluating the dependability and trust of CPSoS. This significantly moves the security and reliability design process ahead by opening the doors for far more relevant design strategies and the opportunity to develop protocols, methods, and tools aimed at dealing with a wide variety of platforms with poorly calibrated reliability characteristics.

Links

EF16_019/0000822, research and development project
Name: Centrum excelence pro kyberkriminalitu, kyberbezpečnost a ochranu kritických informačních infrastruktur
MUNI/A/1411/2019, interní kód MU
Name: Aplikovaný výzkum: softwarové architektury kritických infrastruktur, bezpečnost počítačových systémů, zpracování přirozeného jazyka a jazykové inženýrství, vizualizaci velkých dat a rozšířená realita.
Investor: Masaryk University, Category A