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Generation of Plausible Synthetic Data for Stego-Malware Detection for Inter-zone IACS Protocols

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dc.contributor.authorEdeh, Natasha
dc.contributor.authorAltschaffel, Robert
dc.contributor.authorWaedt, Karl
dc.contributor.editorKlein, Maike
dc.contributor.editorKrupka, Daniel
dc.contributor.editorWinter, Cornelia
dc.contributor.editorWohlgemuth, Volker
dc.date.accessioned2023-11-29T14:50:26Z
dc.date.available2023-11-29T14:50:26Z
dc.date.issued2023
dc.description.abstractISO/IEC 27002:2022 distinguishes between the following types of security controls corrective: preventive, detective and corrective. The focus of this paper is on the support for testing of detective security controls for Industrial Automation and Control Systems. More specifically we will only address the generation of synthetic data that can be used for the detection of selected, advanced detective security controls. The proposed approach will be justified, while a comprehensive validation of the effectiveness of the synthetic data is beyond the scope of this paper. This work aims to contribute to the comprehension and improvement of security measures in Industrial Automation and Control Systems by focusing on the development of synthetic data and its consequences for the identification of specific detective security controls.en
dc.identifier.doi10.18420/inf2023_203
dc.identifier.isbn978-3-88579-731-9
dc.identifier.pissn1617-5468
dc.identifier.urihttps://dl.gi.de/handle/20.500.12116/43134
dc.language.isoen
dc.publisherGesellschaft für Informatik e.V.
dc.relation.ispartofINFORMATIK 2023 - Designing Futures: Zukünfte gestalten
dc.relation.ispartofseriesLecture Notes in Informatics (LNI) - Proceedings, Volume P-337
dc.subjectStego-Malware
dc.subjectInter-Zone
dc.subjectSynthetic data
dc.subjectIACS
dc.subjectIACS protocols
dc.titleGeneration of Plausible Synthetic Data for Stego-Malware Detection for Inter-zone IACS Protocolsen
dc.typeText/Conference Paper
gi.citation.endPage2050
gi.citation.publisherPlaceBonn
gi.citation.startPage2041
gi.conference.date26.-29. September 2023
gi.conference.locationBerlin
gi.conference.sessiontitleWirtschaft, Management Industrie - 8th Industrial Automation and Control Systems Standardization Workshop (IACS 2023)

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P337 - INFORMATIK 2023 - Designing Futures: Zukünfte gestalten