Publication:
Tamper-proof evidence via blockchain for autonomous vehicle accident monitoring

dc.contributor.authorParlak, Mehmet
dc.contributor.authorAltunel, Nurkan Fatih
dc.contributor.authorAkkaş, Utku Ayaz
dc.contributor.authorArıcı, Emir Tarık
dc.contributor.departmentElectrical & Electronics Engineering
dc.contributor.ozuauthorPARLAK, Mehmet
dc.contributor.ozugradstudentAltunel, Nurkan Fatih
dc.contributor.ozugradstudentAkkaş, Utku Ayaz
dc.contributor.ozugradstudentArıcı, Emir Tarık
dc.date.accessioned2023-08-03T11:59:39Z
dc.date.available2023-08-03T11:59:39Z
dc.date.issued2022
dc.description.abstractIn case of an accident between two autonomous vehicles equipped with emerging technologies, how do we apportion liability among the various players? A special liability regime has not even yet been established for damages that may arise due to the accidents of autonomous vehicles. Would the immutable, time-stamped sensor records of vehicles on distributed ledger help define the intertwined relations of liability subjects right through the accident? What if the synthetic media created through deepfake gets involved in the insurance claims? While integrating AI-powered anomaly or deepfake detection into automated insurance claims processing helps to prevent insurance fraud, it is only a matter of time before deepfake becomes nearly undetectable even to elaborate forensic tools. This paper proposes a blockchain-based insurtech decentralized application to check the authenticity and provenance of the accident footage and also to decentralize the loss-adjusting process through a hybrid of decentralized and centralized databases using smart contracts.en_US
dc.identifier.doi10.1109/iGETblockchain56591.2022.10087067en_US
dc.identifier.isbn978-166545198-7
dc.identifier.scopus2-s2.0-85153847456
dc.identifier.urihttp://hdl.handle.net/10679/8556
dc.identifier.urihttps://doi.org/10.1109/iGETblockchain56591.2022.10087067
dc.identifier.wos000984502600009
dc.language.isoengen_US
dc.publicationstatusPublisheden_US
dc.publisherIEEEen_US
dc.relation.ispartof2022 IEEE 1st Global Emerging Technology Blockchain Forum: Blockchain & Beyond (iGETblockchain)
dc.relation.publicationcategoryInternational
dc.rightsrestrictedAccess
dc.subject.keywordsAutonomous vehiclesen_US
dc.subject.keywordsBlockchainen_US
dc.subject.keywordsDeep learningen_US
dc.subject.keywordsDeepfakeen_US
dc.subject.keywordsInsuranceen_US
dc.subject.keywordsInsurtechen_US
dc.subject.keywordsLiabilityen_US
dc.subject.keywordsSmart contractsen_US
dc.titleTamper-proof evidence via blockchain for autonomous vehicle accident monitoringen_US
dc.typeconferenceObjecten_US
dc.type.subtypeConference paper
dspace.entity.typePublication
relation.isOrgUnitOfPublication7b58c5c4-dccc-40a3-aaf2-9b209113b763
relation.isOrgUnitOfPublication.latestForDiscovery7b58c5c4-dccc-40a3-aaf2-9b209113b763

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