Towards Creation of Automated Prediction Systems for Trust and
Dependability Evaluation

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.

Základní údaje

Originální název

Towards Creation of Automated Prediction Systems for Trust and Dependability Evaluation

Autoři

CIOROAICA, Emilia, Stanislav CHREN (703 Slovensko, garant, domácí), Oum-El-Kheir AKTOUF, Alf LARSSON, Ram CHILLAREGE, Thomas KUHN, Daniel SCHNEIDER a Christian WOLSCHKE

Vydání

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

Nakladatel

IEEE

Další údaje

Jazyk

angličtina

Typ výsledku

Stať ve sborníku

Obor

10201 Computer sciences, information science, bioinformatics

Stát vydavatele

Spojené státy

Utajení

není předmětem státního či obchodního tajemství

Forma vydání

elektronická verze "online"

Kód RIV

RIV/00216224:14330/20:00116281

Organizační jednotka

Fakulta informatiky

ISBN

978-953-290-099-6

DOI

http://dx.doi.org/10.23919/SoftCOM50211.2020.9238329

UT WoS

000644442300066

Klíčová slova anglicky

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

Štítky

firank_B

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

Anotace

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.

Návaznosti

EF16_019/0000822, projekt VaV

Název: Centrum excelence pro kyberkriminalitu, kyberbezpečnost a ochranu kritických informačních infrastruktur

MUNI/A/1411/2019, interní kód MU

Název: Aplikovaný výzkum: softwarové architektury kritických infrastruktur, bezpečnost počítačových systémů, zpracování přirozeného jazyka a jazykové inženýrství, vizualizaci velkých dat a rozšířená realita.

Investor: Masarykova univerzita, Aplikovaný výzkum: softwarové architektury kritických infrastruktur, bezpečnost počítačových systémů, zpracování přirozeného jazyka a jazykové inženýrství, vizualizaci velkých dat a rozšířená realita., DO R. 2020_Kategorie A - Specifický výzkum - Studentské výzkumné projekty

Citovat

CIOROAICA, Emilia, Stanislav CHREN, Oum-El-Kheir AKTOUF, Alf LARSSON, Ram CHILLAREGE, Thomas KUHN, Daniel SCHNEIDER a Christian WOLSCHKE. Towards Creation of Automated Prediction Systems for Trust and Dependability Evaluation. Online. In Proceedings of 28th International Conference on Software, Telecommunications and Computer Networks (SoftCom 2020). Split, Croatia: IEEE, 2020, s. 1-6. ISBN 978-953-290-099-6. Dostupné z: https://dx.doi.org/10.23919/SoftCOM50211.2020.9238329.

@inproceedings{1675713,
   author = {Cioroaica, Emilia and Chren, Stanislav and Aktouf, OumandElandKheir and Larsson, Alf and Chillarege, Ram and Kuhn, Thomas and Schneider, Daniel and Wolschke, Christian},
   address = {Split, Croatia},
   booktitle = {Proceedings of 28th International Conference on Software, Telecommunications and Computer Networks (SoftCom 2020)},
   doi = {http://dx.doi.org/10.23919/SoftCOM50211.2020.9238329},
   keywords = {CPSoS; Cyber-Physical System; Virtual Validation; Trust; Dependability},
   howpublished = {elektronická verze "online"},
   language = {eng},
   location = {Split, Croatia},
   isbn = {978-953-290-099-6},
   pages = {1-6},
   publisher = {IEEE},
   title = {Towards Creation of Automated Prediction Systems for Trust and Dependability Evaluation},
   year = {2020}
}

TY  - JOUR
ID  - 1675713
AU  - Cioroaica, Emilia - Chren, Stanislav - Aktouf, Oum-El-Kheir - Larsson, Alf - Chillarege, Ram - Kuhn, Thomas - Schneider, Daniel - Wolschke, Christian
PY  - 2020
TI  - Towards Creation of Automated Prediction Systems for Trust and Dependability Evaluation
PB  - IEEE
CY  - Split, Croatia
SN  - 9789532900996
KW  - CPSoS
KW  - Cyber-Physical System
KW  - Virtual Validation
KW  - Trust
KW  - Dependability
N2  - 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.
ER  -

CIOROAICA, Emilia, Stanislav CHREN, Oum-El-Kheir AKTOUF, Alf LARSSON, Ram CHILLAREGE, Thomas KUHN, Daniel SCHNEIDER a Christian WOLSCHKE. Towards Creation of Automated Prediction Systems for Trust and Dependability Evaluation. Online. In \textit{Proceedings of 28th International Conference on Software, Telecommunications and Computer Networks (SoftCom 2020)}. Split, Croatia: IEEE, 2020, s.~1-6. ISBN~978-953-290-099-6. Dostupné z: https://dx.doi.org/10.23919/SoftCOM50211.2020.9238329.

Podrobný výpis o publikaci