Title :
Usable, Secure, Private Search
Author :
Raykova, Mariana ; Cui, Ang ; Vo, Binh ; Liu, Bin ; Malkin, Tal ; Bellovin, Steven M. ; Stolfo, Salvatore J.
Abstract :
Real-world applications commonly require untrusting parties to share sensitive information securely. This article describes a secure anonymous database search (SADS) system that provides exact keyword match capability. Using a new reroutable encryption and the ideas of Bloom filters and deterministic encryption, SADS lets multiple parties efficiently execute exact-match queries over distributed encrypted databases in a controlled manner. This article further considers a more general search setting allowing similarity searches, going beyond existing work that considers similarity in terms of error tolerance and Hamming distance. This article presents a general framework, built on the cryptographic and privacy-preserving guarantees of the SADS primitive, for engineering usable private secure search systems.
Keywords :
cryptography; data privacy; distributed databases; Bloom filters; Hamming distance; controlled manner; cryptographic; deterministic encryption; distributed encrypted database; exact keyword match capability; exact match queries; privacy-preserving guarantees; private search; reroutable encryption; secure anonymous database search system; sensitive information; similarity search; usable private secure search system; Computer science; Cryptography; Databases; Feature extraction; Privacy; SADS; database search; feature extraction; keyword matching; privacy; query processing; retrieval; secure anonymous database search; sorting; storage;
Journal_Title :
Security & Privacy, IEEE
DOI :
10.1109/MSP.2011.155