Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
4955049 | Computer Standards & Interfaces | 2017 | 13 Pages |
Abstract
Set intersection is a fundamental operation in data mining and cloud computing. In this paper, a protocol is proposed to determine the intersection between two datasets while preserving the privacy of each set. Malicious participants are considered and the misbehavior of participants is prevented. Our method is based on a combination of commutative encryption and hash-based commitments. Performance evaluation demonstrates the effectiveness of the protocol. Security discussion is given showing that the protocol provides data privacy, secure set intersection and tolerance to participants cheating.
Keywords
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Physical Sciences and Engineering
Computer Science
Computer Networks and Communications
Authors
Xuefei Cao, Hui Li, Lanjun Dang, Yin Lin,