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Fusion of Opinions under Uncertainty and Conflict -- Application to Trust Assessment for Cloud Marketplaces

Habib, Sheikh Mahbub ; Ries, Sebastian ; Hauke, Sascha ; Mühlhäuser, Max (2012)
Fusion of Opinions under Uncertainty and Conflict -- Application to Trust Assessment for Cloud Marketplaces.
11th International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom 2012). Liverpool, UK (25.06.2012-27.06.2012)
doi: 10.1109/TrustCom.2012.165
Konferenzveröffentlichung, Bibliographie

Kurzbeschreibung (Abstract)

The fusion of trust relevant information provided by multiple sources is one of the major challenges of trust establishment, which in turn is a key research topic in the growing field of cloud computing. We present a novel fusion operator for combining information from different sources, representing propositions under uncertainty. The operator especially extend the state-of-the-art by explicitly considering weights and the handling of conflicting dependent opinions. We provide a use case that demonstrates the applicability of our approach and shows the capability of the novel operator to a more reliable and transparent assessment of the trustworthiness of cloud providers.

Typ des Eintrags: Konferenzveröffentlichung
Erschienen: 2012
Autor(en): Habib, Sheikh Mahbub ; Ries, Sebastian ; Hauke, Sascha ; Mühlhäuser, Max
Art des Eintrags: Bibliographie
Titel: Fusion of Opinions under Uncertainty and Conflict -- Application to Trust Assessment for Cloud Marketplaces
Sprache: Englisch
Publikationsjahr: Juni 2012
Verlag: IEEE
Veranstaltungstitel: 11th International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom 2012)
Veranstaltungsort: Liverpool, UK
Veranstaltungsdatum: 25.06.2012-27.06.2012
DOI: 10.1109/TrustCom.2012.165
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Kurzbeschreibung (Abstract):

The fusion of trust relevant information provided by multiple sources is one of the major challenges of trust establishment, which in turn is a key research topic in the growing field of cloud computing. We present a novel fusion operator for combining information from different sources, representing propositions under uncertainty. The operator especially extend the state-of-the-art by explicitly considering weights and the handling of conflicting dependent opinions. We provide a use case that demonstrates the applicability of our approach and shows the capability of the novel operator to a more reliable and transparent assessment of the trustworthiness of cloud providers.

Freie Schlagworte: - SST - Area Smart Security and Trust;- SST: CASED:;Secure Services;Cloud computing, Trust assessment, Fusion operators, Uncertainty, Conflict, CertainLogic
ID-Nummer: TUD-CS-2012-0121
Fachbereich(e)/-gebiet(e): 20 Fachbereich Informatik
20 Fachbereich Informatik > Telekooperation
LOEWE
LOEWE > LOEWE-Zentren
LOEWE > LOEWE-Zentren > CASED – Center for Advanced Security Research Darmstadt
Hinterlegungsdatum: 31 Dez 2016 12:59
Letzte Änderung: 13 Okt 2020 12:48
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