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Practical secure and efficient range search

Demertzis Ioannis

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URIhttp://purl.tuc.gr/dl/dias/C623D37F-2307-41C2-8E23-3ADE0655A0D0-
Identifierhttps://doi.org/10.26233/heallink.tuc.26975-
Languageen-
Extent67 pagesen
TitlePractical secure and efficient range searchel
CreatorDemertzis Ioannisen
CreatorΔεμερτζης Ιωαννηςel
Contributor [Thesis Supervisor]Garofalakis Minosen
Contributor [Thesis Supervisor]Γαροφαλακης Μινωςel
Contributor [Committee Member]Deligiannakis Antoniosen
Contributor [Committee Member]Δεληγιαννακης Αντωνιοςel
Contributor [Committee Member]Christodoulakis Stavrosen
Contributor [Committee Member]Χριστοδουλακης Σταυροςel
PublisherTechnical University of Creteen
PublisherΠολυτεχνείο Κρήτηςel
Academic UnitTechnical University of Crete::School of Electronic and Computer Engineeringen
Academic UnitΠολυτεχνείο Κρήτης::Σχολή Ηλεκτρονικών Μηχανικών και Μηχανικών Υπολογιστώνel
DescriptionΜεταπτυχιακή Διατριβή του τμήματος Ηλεκτρονικών Μηχανικών και Μηχανικών Η/Υel
Content SummaryDue to their potential for near-infinite scalability, cloud computing platforms are rapidly becoming the defacto standard for large-scale, big data analytics. Still, serious concerns regarding the outsourcing and querying of private company and personal data remain a key roadblock in the adoption of such cloud platforms for numerous big-data applications. In this work, we extend cryptographic Searchable Symmetric Encryption (SSE) schemes to create the first adaptive Range Searchable Symmetric Encryption (RSSE) schemes that allow the execution of range queries in a practical, efficient, and secure manner. We propose a number of new RSSE schemes, that we analytically prove to be adaptively secure according to a novel, cryptographic security definition (RQ-CKA2), and also exhibit interesting security and performance trade-offs. We also tackle the challenge of updates in our RSSE schemes by proposing a general solution that does not introduce any additional leakage over the static case, other than the number of inserts/deletes. The practicality and scalability of our proposed schemes is demonstrated both theoretically and experimentally. More specifically, our techniques outperform state-of-the-art Privacy Preserving Range Querying approaches in terms of both security and efficiency and, at the same time, offer worst-case guarantees on possible leakages and also protect sensitive information regarding the order of encrypted values.en
Type of ItemΜεταπτυχιακή Διατριβήel
Type of ItemMaster Thesisen
Licensehttp://creativecommons.org/licenses/by-nc-nd/4.0/en
Date of Item2015-07-08-
Date of Publication2015-
SubjectDatabasesen
SubjectCryptographyen
SubjectCloud securityen
Bibliographic CitationIoannis Demertzis, "Practical secure and efficient range search", Master Thesis, School of Electronic and Computer Engineering, Technical University of Crete, Chania, Greece, 2015en
Bibliographic CitationΙωάννης Δεμερτζής, "Practical secure and efficient range search", Μεταπτυχιακή Διατριβή, Σχολή Ηλεκτρονικών Μηχανικών και Μηχανικών Υπολογιστών, Πολυτεχνείο Κρήτης, Χανιά, Ελλάς, 2015el

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