<div class="csl-bib-body">
<div class="csl-entry">Kropatschek, S. J., Kurniawan, K., Bhosale, P. R., Hollerer, S., Kiesling, E., & Winkler, D. (2023). Towards A Knowledge Graph-based Framework for Integrated Security and Safety Analysis in Digital Production Systems. In I. Fundulaki, K. Kouji, D. Garijo, & J. M. Gomez-Perez (Eds.), <i>Proceedings of the ISWC 2023 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 22nd International Semantic Web Conference (ISWC 2023)</i>. http://hdl.handle.net/20.500.12708/192702</div>
</div>
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dc.identifier.uri
http://hdl.handle.net/20.500.12708/192702
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dc.description.abstract
The increasing interconnection of Information Technology and Operational Technology in Industry 4.0 creates new challenges and requires new approaches to ensure that production processes are executed safely and securely. Production system safety and security have therefore become critical aspects as security incidents can lead to serious problems such as production failure, equipment damage, or human injury. This paper introduces a knowledge-graph-based framework for safety and security analysis that integrates prior work on product, process, and resources (PPR) as well as cause-effect modeling. To identify possible attack chains and their impact on safety issues, we leverage Bayesian Belief Networks to estimate failure probabilities and propagate them through the knowledge graph. We evaluate our approach by means of a real-world manufacturing use-case.
en
dc.description.sponsorship
TÜV Austria Holding AG
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dc.language.iso
en
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dc.subject
Safety
en
dc.subject
Security
en
dc.subject
Knowledge graph
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dc.subject
Bayesian Networks
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dc.subject
CPPS
en
dc.title
Towards A Knowledge Graph-based Framework for Integrated Security and Safety Analysis in Digital Production Systems
en
dc.type
Inproceedings
en
dc.type
Konferenzbeitrag
de
dc.contributor.affiliation
Vienna University of Economics and Business, Austria
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dc.contributor.affiliation
Vienna University of Economics and Business, Austria
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dc.type.category
Poster Contribution
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dc.relation.eissn
1613-0073
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tuw.booktitle
Proceedings of the ISWC 2023 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 22nd International Semantic Web Conference (ISWC 2023)
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tuw.peerreviewed
true
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tuw.book.ispartofseries
CEUR Workshop Proceedings
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tuw.book.chapter
485
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tuw.project.title
SafeSecSystem Modeling
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tuw.researchinfrastructure
Pilotfabrik
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tuw.researchTopic.id
I7
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tuw.researchTopic.id
I2
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tuw.researchTopic.id
C3
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tuw.researchTopic.name
Telecommunication
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tuw.researchTopic.name
Computer Engineering and Software-Intensive Systems