2023
Rethinking Certification for Higher Trust and Ethical Safeguarding of Autonomous Systems
KUŠNIRÁKOVÁ, Daša a Barbora BÜHNOVÁZákladní údaje
Originální název
Rethinking Certification for Higher Trust and Ethical Safeguarding of Autonomous Systems
Autoři
KUŠNIRÁKOVÁ, Daša (703 Slovensko, garant, domácí) a Barbora BÜHNOVÁ (203 Česká republika, domácí)
Vydání
Setubal, Portugal, Proceedings of the 18th International Conference on Evaluation of Novel Approaches to Software Engineering, od s. 158-169, 12 s. 2023
Nakladatel
Scitepress
Další údaje
Jazyk
angličtina
Typ výsledku
Stať ve sborníku
Obor
10201 Computer sciences, information science, bioinformatics
Stát vydavatele
Portugalsko
Utajení
není předmětem státního či obchodního tajemství
Forma vydání
elektronická verze "online"
Odkazy
Kód RIV
RIV/00216224:14330/23:00130402
Organizační jednotka
Fakulta informatiky
ISBN
978-989-758-647-7
ISSN
UT WoS
001119034200013
Klíčová slova anglicky
Autonomous Systems; Trust; Certification; Regulation; Ethics
Příznaky
Mezinárodní význam, Recenzováno
Změněno: 7. 4. 2024 22:50, RNDr. Pavel Šmerk, Ph.D.
Anotace
V originále
With the increasing complexity of software permeating critical domains such as autonomous driving, new challenges are emerging in the ways the engineering of these systems needs to be rethought. Autonomous driving is expected to continue gradually overtaking all critical driving functions, which is adding to the complexity of the certification of autonomous driving systems. As a response, certification authorities have already started introducing strategies for the certification of autonomous vehicles and their software. But even with these new approaches, the certification procedures are not fully catching up with the dynamism and unpredictability of future autonomous systems, and thus may not necessarily guarantee compliance with all requirements imposed on these systems. In this paper, we identified a number of issues with the proposed certification strategies, which may impact the systems substantially. For instance, we emphasize the lack of adequate reflection on software change s occurring in constantly changing systems, or low support for systems’ cooperation needed for the management of coordinated moves. Other shortcomings concern the narrow focus of the awarded certification by neglecting aspects such as the ethical behaviour of autonomous software systems. The contribution of this paper is threefold. First, we discuss the motivation for the need to modify the current certification processes for autonomous driving systems. Second, we analyze current international standards used in the certification processes towards requirements derived from the requirements laid on dynamic software ecosystems and autonomous systems themselves. Third, we outline a concept for incorporating the missing parts into the certification procedure.
Návaznosti
| CZ.02.1.01/0.0/0.0/16_019/0000822, interní kód MU (Kód CEP: EF16_019/0000822) |
| ||
| EF16_019/0000822, projekt VaV |
| ||
| MUNI/A/1389/2022, interní kód MU |
|