Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
Skip to main content
Springer Nature Link
Log in

Improved Secure Two-Party Computation via Information-Theoretic Garbled Circuits

  • Conference paper
Security and Cryptography for Networks (SCN 2012)

Part of the book series: Lecture Notes in Computer Science ((LNSC,volume 7485))

Included in the following conference series:

  • 1435 Accesses

Abstract

We optimize the communication (and, indirectly, computation) complexity of two-party secure function evaluation (SFE). We propose a new approach, which relies on the information-theoretic (IT) Garbled Circuit (GC), which is more efficient than Yao’s GC on shallow circuits. When evaluating a large circuit, we “slice” it into thin layers and evaluate them with IT GC. Motivated by the client-server setting, we propose two variants of our construction: one for semi-honest model (relatively straightforward), and one secure against a semi-honest server and covert client (more technically involved). One of our new building blocks, String-selection Oblivious Transfer (SOT), may be of independent interest.

Our approach offers asymptotic improvement over the state-of-the-art GC, both in communication and computation, by a factor logκ, where κ is a security parameter. In practical terms, already for today’s κ ∈ {128,256} our (unoptimized) algorithm offers approximately a factor 2 communication improvement in the semi-honest model, and is only a factor ≈ 1.5 more costly in setting with covert client.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Similar content being viewed by others

References

  1. Aiello, W., Ishai, Y., Reingold, O.: Priced Oblivious Transfer: How to Sell Digital Goods. In: Pfitzmann, B. (ed.) EUROCRYPT 2001. LNCS, vol. 2045, pp. 119–135. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  2. Applebaum, B., Harnik, D., Ishai, Y.: Semantic security under related-key attacks and applications. In: Chazelle, B. (ed.) ICS, pp. 45–60. Tsinghua University Press (2011)

    Google Scholar 

  3. Asharov, G., Jain, A., López-Alt, A., Tromer, E., Vaikuntanathan, V., Wichs, D.: Multiparty Computation with Low Communication, Computation and Interaction via Threshold FHE. In: Pointcheval, D., Johansson, T. (eds.) EUROCRYPT 2012. LNCS, vol. 7237, pp. 483–501. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  4. Aumann, Y., Lindell, Y.: Security Against Covert Adversaries: Efficient Protocols for Realistic Adversaries. In: Vadhan, S.P. (ed.) TCC 2007. LNCS, vol. 4392, pp. 137–156. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  5. Bar-Ilan, J., Beaver, D.: Non-cryptographic fault-tolerant computing in constant number of rounds of interaction. In: 8th ACM Symposium Annual on Principles of Distributed Computing, pp. 201–209. ACM Press (1989)

    Google Scholar 

  6. Bendlin, R., Damgård, I., Orlandi, C., Zakarias, S.: Semi-homomorphic Encryption and Multiparty Computation. In: Paterson, K.G. (ed.) EUROCRYPT 2011. LNCS, vol. 6632, pp. 169–188. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  7. Cleve, R.: Towards optimal simulations of formulas by bounded-width programs. In: Proceedings of the Twenty-Second Annual ACM Symposium on Theory of Computing, STOC 1990, pp. 271–277. ACM, New York (1990)

    Chapter  Google Scholar 

  8. Crépeau, C.: Verifiable Disclose for Secrets and Applications (Abstract). In: Quisquater, J.-J., Vandewalle, J. (eds.) EUROCRYPT 1989. LNCS, vol. 434, pp. 150–154. Springer, Heidelberg (1990)

    Google Scholar 

  9. Damgard, I., Pastro, V., Smart, N., and Zakarias, S. Multi-party computation from somewhat homomorphic encryption. Cryptology ePrint Archive, Report 2011/535 (2011), http://eprint.iacr.org/

  10. Gentry, C.: Fully homomorphic encryption using ideal lattices. In: Mitzenmacher, M. (ed.) 41st Annual ACM Symposium on Theory of Computing, pp. 169–178. ACM Press (May/June 2009)

    Google Scholar 

  11. Gentry, C., Halevi, S., Smart, N.: Homomorphic evaluation of the aes circuit. Cryptology ePrint Archive, Report 2012/099 (2012), http://eprint.iacr.org/

  12. Goldreich, O., Micali, S., Wigderson, A.: How to play any mental game, or a completeness theorem for protocols with honest majority. In: Aho, A. (ed.) 19th Annual ACM Symposium on Theory of Computing, pp. 218–229. ACM Press (May 1987)

    Google Scholar 

  13. Harnik, D., Ishai, Y., Kushilevitz, E., Nielsen, J.B.: OT-Combiners via Secure Computation. In: Canetti, R. (ed.) TCC 2008. LNCS, vol. 4948, pp. 393–411. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  14. Ishai, Y., Kilian, J., Nissim, K., Petrank, E.: Extending Oblivious Transfers Efficiently. In: Boneh, D. (ed.) CRYPTO 2003. LNCS, vol. 2729, pp. 145–161. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  15. Ishai, Y., Kushilevitz, E.: Randomizing polynomials: A new representation with applications to round-efficient secure computation. In: 41st Annual Symposium on Foundations of Computer Science, pp. 294–304. IEEE Computer Society Press (November 2000)

    Google Scholar 

  16. Jarecki, S., Shmatikov, V.: Efficient Two-Party Secure Computation on Committed Inputs. In: Naor, M. (ed.) EUROCRYPT 2007. LNCS, vol. 4515, pp. 97–114. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  17. Kilian, J.: Founding cryptography on oblivious transfer. In: STOC, pp. 20–31 (1988)

    Google Scholar 

  18. Kiraz, M.S., Schoenmakers, B.: An Efficient Protocol for Fair Secure Two-Party Computation. In: Malkin, T. (ed.) CT-RSA 2008. LNCS, vol. 4964, pp. 88–105. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  19. Kolesnikov, V.: Gate Evaluation Secret Sharing and Secure One-Round Two-Party Computation. In: Roy, B. (ed.) ASIACRYPT 2005. LNCS, vol. 3788, pp. 136–155. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  20. Kolesnikov, V., Schneider, T.: Improved garbled circuit: Free XOR gates and applications. In: Aceto, L., Damgård, I., Goldberg, L.A., Halldórsson, M.M., Ingólfsdóttir, A., Walukiewicz, I. (eds.) ICALP 2008, Part II. LNCS, vol. 5126, pp. 486–498. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  21. Kreuter, B., Shelat, A., Hao Shen, C.: Towards billion-gate secure computation with malicious adversaries. Cryptology ePrint Archive, Report 2012/179 (2012), http://eprint.iacr.org/

  22. Lindell, Y., Pinkas, B.: An Efficient Protocol for Secure Two-Party Computation in the Presence of Malicious Adversaries. In: Naor, M. (ed.) EUROCRYPT 2007. LNCS, vol. 4515, pp. 52–78. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  23. Lindell, Y., Pinkas, B.: A proof of security of Yao’s protocol for two-party computation. Journal of Cryptology 22(2), 161–188 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  24. Lindell, Y., Pinkas, B.: Secure Two-Party Computation via Cut-and-Choose Oblivious Transfer. In: Ishai, Y. (ed.) TCC 2011. LNCS, vol. 6597, pp. 329–346. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  25. Lopez-Alt, A., Tromer, E., Vaikuntanathan, V.: On-the-fly multiparty computation on the cloud via multikey fully homomorphic encryption. In: 44th Annual ACM Symposium on Theory of Computing. ACM Press (2012)

    Google Scholar 

  26. Myers, S., Sergi, M., Shelat, A.: Threshold fully homomorphic encryption and secure computation. Cryptology ePrint Archive, Report 2011/454 (2011), http://eprint.iacr.org/

  27. Naor, M., Nissim, K.: Communication preserving protocols for secure function evaluation. In: 33rd Annual ACM Symposium on Theory of Computing, pp. 590–599. ACM Press (July 2001)

    Google Scholar 

  28. Naor, M., Pinkas, B.: Efficient oblivious transfer protocols. In: 12th Annual ACM-SIAM Symposium on Discrete Algorithms, pp. 448–457. ACM-SIAM (January 2001)

    Google Scholar 

  29. Naor, M., Pinkas, B., Sumner, R.: Privacy preserving auctions and mechanism design. In: ACM Conference on Electronic Commerce, pp. 129–139 (1999)

    Google Scholar 

  30. Nielsen, J. B., Nordholt, P. S., Orlandi, C., Burra, S. S.: A new approach to practical active-secure two-party computation. Cryptology ePrint Archive, Report 2011/091 (2011), http://eprint.iacr.org/

  31. Nielsen, J.B., Orlandi, C.: LEGO for Two-Party Secure Computation. In: Reingold, O. (ed.) TCC 2009. LNCS, vol. 5444, pp. 368–386. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  32. Pinkas, B., Schneider, T., Smart, N.P., Williams, S.C.: Secure Two-Party Computation Is Practical. In: Matsui, M. (ed.) ASIACRYPT 2009. LNCS, vol. 5912, pp. 250–267. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  33. Shelat, A., Shen, C.-H.: Two-Output Secure Computation with Malicious Adversaries. In: Paterson, K.G. (ed.) EUROCRYPT 2011. LNCS, vol. 6632, pp. 386–405. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  34. Yao, A.C.-C.: How to generate and exchange secrets (extended abstract). In: FOCS, pp. 162–167 (1986)

    Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Bell Labs, Murray Hill, NJ, 07974, USA

    Vladimir Kolesnikov

  2. University of Maryland, College Park, MD, 20740, USA

    Ranjit Kumaresan

Authors
  1. Vladimir Kolesnikov
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Ranjit Kumaresan
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Editors and Affiliations

  1. Dipartimento di Informatica, Università di Salerno, via Ponte don Melillo, 84084, Fisciano, SA, Italy

    Ivan Visconti  & Roberto De Prisco  & 

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Kolesnikov, V., Kumaresan, R. (2012). Improved Secure Two-Party Computation via Information-Theoretic Garbled Circuits. In: Visconti, I., De Prisco, R. (eds) Security and Cryptography for Networks. SCN 2012. Lecture Notes in Computer Science, vol 7485. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-32928-9_12

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-32928-9_12

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-32927-2

  • Online ISBN: 978-3-642-32928-9

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Search

Navigation