Habib, Sheikh Mahbub ; Ries, Sebastian ; Hauke, Sascha ; Mühlhäuser, Max (2012):
Fusion of Opinions under Uncertainty and Conflict -- Application to Trust Assessment for Cloud Marketplaces.
pp. 109-118, IEEE, 11th International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom 2012), Liverpool, UK, 25.-27.06., ISBN 978-1-4673-2172-3,
DOI: 10.1109/TrustCom.2012.165,
[Conference or Workshop Item]
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.
| Item Type: | Conference or Workshop Item |
|---|---|
| Erschienen: | 2012 |
| Creators: | Habib, Sheikh Mahbub ; Ries, Sebastian ; Hauke, Sascha ; Mühlhäuser, Max |
| Title: | Fusion of Opinions under Uncertainty and Conflict -- Application to Trust Assessment for Cloud Marketplaces |
| Language: | English |
| 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. |
| Publisher: | IEEE |
| ISBN: | 978-1-4673-2172-3 |
| Uncontrolled Keywords: | - SST - Area Smart Security and Trust;- SST: CASED:;Secure Services;Cloud computing, Trust assessment, Fusion operators, Uncertainty, Conflict, CertainLogic |
| Divisions: | 20 Department of Computer Science 20 Department of Computer Science > Telecooperation LOEWE LOEWE > LOEWE-Zentren LOEWE > LOEWE-Zentren > CASED – Center for Advanced Security Research Darmstadt |
| Event Title: | 11th International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom 2012) |
| Event Location: | Liverpool, UK |
| Event Dates: | 25.-27.06. |
| Date Deposited: | 31 Dec 2016 12:59 |
| DOI: | 10.1109/TrustCom.2012.165 |
| Identification Number: | TUD-CS-2012-0121 |
| Corresponding Links: | |
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