Privacy preserving set intersection based on bilinear groups

Yingpeng Sang, Hong Shen

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

24 Citations (Scopus)

Abstract

We propose a more efficient privacy preserving set intersection protocol which improves the previously known result by a factor of O(N) in both the computation and communication complexities (N is the number of parties in the protocol). Our protocol is obtained in the malicious model, in which we assume a probabilistic polynomial-time bounded adversary actively controls a fixed set of t (t < N=2) parties. We use a (t + 1;N)-threshold version of the Boneh-Goh-Nissim (BGN) cryptosystem whose underlying group supports bilinear maps. The BGN cryptosystem is generally used in applications where the plaintext space should be small, because there is still a Discrete Logarithm (DL) problem after the decryption. In our protocol the plaintext space can be as large as bounded by the security parameter τ, and the intractability of DL problem is utilized to protect the private datasets. Based on the bilinear map, we also construct some efficient non-interactive proofs. The security of our protocol can be reduced to the common intractable problems including the random oracle, subgroup decision and discrete logarithm problems. The computation complexity of our protocol is O(NS 2τ 3) (S is the cardinality of each party's dataset), and the communication complexity is O(NS 2τ) bits. A similar work by Kissner et al. (2006) needs O(N 2S 2τ 3) computation complexity and O(N 2S 2τ) communication complexity for the same level of correctness as ours.

Original languageEnglish
Title of host publicationComputer Science 2008 - Proceedings of the 31st Australasian Computer Science Conference, ACSC 2008
Pages47-54
Number of pages8
Publication statusPublished - 2008
Externally publishedYes
Event31st Australasian Computer Science Conference, ACSC 2008 - Wollongong, NSW, Australia
Duration: 22 Jan 200825 Jan 2008

Publication series

NameConferences in Research and Practice in Information Technology Series
Volume74
ISSN (Print)1445-1336

Conference

Conference31st Australasian Computer Science Conference, ACSC 2008
Country/TerritoryAustralia
CityWollongong, NSW
Period22/01/0825/01/08

Keywords

  • Bilinear groups
  • Cryptographic protocol
  • Non interactive zero-knowledge proof
  • Privacy preservation
  • Set intersection

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