Practical private range search revisitedPractical private range search revisited
Πλήρης Δημοσίευση σε Συνέδριο
Conference Full Paper
2018-10-112016enWe consider a data owner that outsources its dataset to an untrusted server. The owner wishes to enable the server to answer range queries on a single attribute, without compromising the privacy of the data and the queries. There are several schemes on "practical" private range search (mainly in Databases venues) that attempt to strike a trade-off between efficiency and security. Nevertheless, these methods either lack provable security guarantees, or permit unacceptable privacy leakages. In this paper, we take an interdisciplinary approach, which combines the rigor of Security formulations and proofs with efficient Data Management techniques. We construct a wide set of novel schemes with realistic security/performance trade-offs, adopting the notion of Searchable Symmetric Encryption (SSE) primarily proposed for keyword search. We reduce range search to multi- keyword search using range covering techniques with treelike indexes. We demonstrate that, given any secure SSE scheme, the challenge boils down to (i) formulating leakages that arise from the index structure, and (ii) minimizing false positives incurred by some schemes under heavy data skew. We analytically detail the superiority of our proposals over prior work and experimentally confirm their practicality.http://creativecommons.org/licenses/by/4.0/185-198ACM SIGMOD International Conference on Management of DataProceedings of the ACM SIGMOD International Conference on Management of Data
Demertzis Ioannis
Δεμερτζης Ιωαννης
Papadopoulos Stavros
Papapetrou, Odysseas 1978-
Deligiannakis Antonios
Δεληγιαννακης Αντωνιος
Garofalakis Minos
Γαροφαλακης Μινως
Association for Computing Machinery
Information systems
Security and privacy
Database and storage security
Data management systems
Security services
Database and storage security