Towards Creation of Automated Prediction Systems for Trust and Dependability Evaluation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F20%3A00116281" target="_blank" >RIV/00216224:14330/20:00116281 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.23919/SoftCOM50211.2020.9238329" target="_blank" >http://dx.doi.org/10.23919/SoftCOM50211.2020.9238329</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.23919/SoftCOM50211.2020.9238329" target="_blank" >10.23919/SoftCOM50211.2020.9238329</a>
Alternative languages
Result language
angličtina
Original language name
Towards Creation of Automated Prediction Systems for Trust and Dependability Evaluation
Original language description
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.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/EF16_019%2F0000822" target="_blank" >EF16_019/0000822: CyberSecurity, CyberCrime and Critical Information Infrastructures Center of Excellence</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of 28th International Conference on Software, Telecommunications and Computer Networks (SoftCom 2020)
ISBN
9789532900996
ISSN
—
e-ISSN
1847-358X
Number of pages
6
Pages from-to
1-6
Publisher name
IEEE
Place of publication
Split, Croatia
Event location
Split, Croatia
Event date
Jan 1, 2020
Type of event by nationality
CST - Celostátní akce
UT code for WoS article
000644442300066