6533b7cffe1ef96bd1258eee
RESEARCH PRODUCT
A novel policy-driven reversible anonymisation scheme for XML-based services
Nils Ulltveit-moeVladimir A. Oleshchuksubject
XML Encryptioncomputer.internet_protocolComputer sciencePrivacy policyInternet privacyBig dataXACMLprivacyComputer securitycomputer.software_genreXACMLbig dataVDP::Technology: 500::Information and communication technology: 550::Telecommunication: 552XML-encryptioncomputer.programming_languagebusiness.industrydeanonymiserService-oriented architectureXML databaseHardware and Architecturebusinessreversible anonymisationcomputerSoftwareXMLInformation Systemsdescription
Author's version of an article in the journal: Information Systems. Also available from the publisher at: http://dx.doi.org/10.1016/j.is.2014.05.007 This paper proposes a reversible anonymisation scheme for XML messages that supports fine-grained enforcement of XACML-based privacy policies. Reversible anonymisation means that information in XML messages is anonymised, however the information required to reverse the anonymisation is cryptographically protected in the messages. The policy can control access down to octet ranges of individual elements or attributes in XML messages. The reversible anonymisation protocol effectively implements a multi-level privacy and security based approach, so that only authorised stakeholders can disclose confidential information up to the privacy or security level they are authorised for. The approach furthermore supports a shared secret based scheme, where stakeholders need to agree to disclose confidential information. Last, it supports time limited access to private or confidential information. This opens up for improved control of access to private or confidential information in XML messages used by a service oriented architecture. The solution provides horizontally scalable confidentiality protection for certain types of big data applications, like XML databases, secure logging and data retention repositories.
year | journal | country | edition | language |
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2015-03-01 | Information Systems |