Get 20M+ Full-Text Papers For Less Than $1.50/day. Start a 14-Day Trial for You or Your Team.

Learn More →

Lower-Cost ∈-Private Information Retrieval

Lower-Cost ∈-Private Information Retrieval Abstract Private Information Retrieval (PIR), despite being well studied, is computationally costly and arduous to scale. We explore lower-cost relaxations of information-theoretic PIR, based on dummy queries, sparse vectors, and compositions with an anonymity system. We prove the security of each scheme using a flexible differentially private definition for private queries that can capture notions of imperfect privacy. We show that basic schemes are weak, but some of them can be made arbitrarily safe by composing them with large anonymity systems. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Proceedings on Privacy Enhancing Technologies de Gruyter

Lower-Cost ∈-Private Information Retrieval

Download PDF
18 pages

Loading next page...
 
/lp/de-gruyter/lower-cost-private-information-retrieval-wBKwtt7Unf
Publisher
de Gruyter
Copyright
Copyright © 2016 by the
ISSN
2299-0984
eISSN
2299-0984
DOI
10.1515/popets-2016-0035
Publisher site
See Article on Publisher Site

Abstract

Abstract Private Information Retrieval (PIR), despite being well studied, is computationally costly and arduous to scale. We explore lower-cost relaxations of information-theoretic PIR, based on dummy queries, sparse vectors, and compositions with an anonymity system. We prove the security of each scheme using a flexible differentially private definition for private queries that can capture notions of imperfect privacy. We show that basic schemes are weak, but some of them can be made arbitrarily safe by composing them with large anonymity systems.

Journal

Proceedings on Privacy Enhancing Technologies – de Gruyter

Published: Oct 1, 2016

References

  • Replication is not needed single database computationally - private information retrieval Proceedings of the th on of
    Ostrovsky
  • Tor The second - generation onion router In
    Dingledine
  • On the practicality of private information retrieval Proceedings of the Network and Distributed System
    Sion
  • Robust - Private In rd on in pp
    Beimel
  • Tor Anonymous Using Private In th pp
    Mittal
  • of privacy disclosure in DNS query In International Conference on Multimedia and Ubiquitous Korea pp http dx doi org
    Zhao
  • Differential privacy Colloquium on Automata and
    Dwork
  • Revisiting the Computational Practicality of Private In th International Conference on and pp
    Olumofin
  • Scaling for Multi - Client Private In th International Conference on and
    Lueks
  • Replication is not needed single database computationally - private information retrieval Proceedings of the th on of
    Ostrovsky
  • An architecture for privacy - sensitive ubiquitous computing In nd international conference on Mobile systems applications and services pp
    Hong
  • Private for on
    Aguilar
  • Batch codes and their applications Proceedings of the th on Theory of
    Ishai
  • Differential privacy Colloquium on Automata and
    Dwork
  • The disadvantages of free mix routes and how to overcome them In Designing
    Berthold
  • Lattice Based Computationally Efficient Private Information Protocol In Western European Workshop on in
    Aguilar Melchor
  • Robust - Private In rd on in pp
    Beimel
  • Improving the Robustness of Private In th on Privacy
    Goldberg
  • Private web search In eds Proceedings of the Workshop on Privacy in the Electronic pp http doi acm org
    Saint
  • Anonymous Location - Based Queries in Distributed Mobile Systems In th International Conference on
    Ghinita
  • electronic mail return addresses and digital pseudonyms of the
    Chaum
  • One Size Fits All SPIR Over Arbitrary - Length Records via Multiblock PIR Queries In th Network and Distributed System
    Henry
  • Certificate transparency RFC
    Laurie
  • Batch codes and their applications Proceedings of the th on Theory of
    Ishai
  • Effective attacks and provable defenses for website fingerprinting In Proceedings of the rd
    Wang
  • Tor Anonymous Using Private In th pp
    Mittal
  • of privacy disclosure in DNS query In International Conference on Multimedia and Ubiquitous Korea pp http dx doi org
    Zhao
  • An anonymous communication technique using dummies for location - based services In Pervasive Services
    Kido
  • Tor The second - generation onion router In
    Dingledine
  • Improving the Robustness of Private In th on Privacy
    Goldberg
  • Effective attacks and provable defenses for website fingerprinting In Proceedings of the rd
    Wang
  • Geo indistinguishability differential privacy for location - based systems In Proceedings of the conference on Computer communications security pp
    Andres
  • Bridging and fingerprinting Epistemic attacks on route selection In eds th PETS Proceedings in vol pp http dx doi org
    Danezis
  • RAID Practical Multi Server In th Workshop on
    Demmler
  • Private web search In eds Proceedings of the Workshop on Privacy in the Electronic pp http doi acm org
    Saint
  • Balsa OB Obfuscation Based Private Web Search In Privacy on pp
    Troncoso
  • Almost optimal private information In eds Second PET San CA Revised in vol http dx org
    Asonov
  • Evaluating the security of a DNS query obfuscation scheme for private web surfing In eds Systems and Privacy Protection th Conference SEC Proceedings IFIP Advances in Information and Communication Technology vol pp http dx doi org
    Herrmann
  • One Size Fits All SPIR Over Arbitrary - Length Records via Multiblock PIR Queries In th Network and Distributed System
    Henry
  • Scaling for Multi - Client Private In th International Conference on and
    Lueks
  • Almost optimal private information In eds Second PET San CA Revised in vol http dx org
    Asonov
  • Revisiting the Computational Practicality of Private In th International Conference on and pp
    Olumofin
  • Balsa OB Obfuscation Based Private Web Search In Privacy on pp
    Troncoso
  • An architecture for privacy - sensitive ubiquitous computing In nd international conference on Mobile systems applications and services pp
    Hong
  • Lattice Based Computationally Efficient Private Information Protocol In Western European Workshop on in
    Aguilar Melchor
  • An anonymous communication technique using dummies for location - based services In Pervasive Services
    Kido
  • Bridging and fingerprinting Epistemic attacks on route selection In eds th PETS Proceedings in vol pp http dx doi org
    Danezis
  • RAID Practical Multi Server In th Workshop on
    Demmler
  • On the practicality of private information retrieval Proceedings of the Network and Distributed System
    Sion
  • Certificate transparency RFC
    Laurie
  • Private for on
    Aguilar
  • Geo indistinguishability differential privacy for location - based systems In Proceedings of the conference on Computer communications security pp
    Andres
  • The disadvantages of free mix routes and how to overcome them In Designing
    Berthold
  • electronic mail return addresses and digital pseudonyms of the
    Chaum
  • Privacy - preserving deep learning Conference on Communications
    Shokri
  • and privacy for mapreduce on Networked Systems Design and Implementation
    Roy
  • and privacy for mapreduce on Networked Systems Design and Implementation
    Roy
  • Privacy - preserving deep learning Conference on Communications
    Shokri
  • Evaluating the security of a DNS query obfuscation scheme for private web surfing In eds Systems and Privacy Protection th Conference SEC Proceedings IFIP Advances in Information and Communication Technology vol pp http dx doi org
    Herrmann
  • Anonymous Location - Based Queries in Distributed Mobile Systems In th International Conference on
    Ghinita