Abstract
Secure and efficient evaluation of arbitrary functions on private inputs has been subject of cryptographic research for decades. In particular, the following scenario appears in a variety of practical applications: a service provider (server \(\mathcal{S}\)) and user (client \(\mathcal{C}\)) wish to compute a function f on their respective private data, without incurring the expense of a trusted third party. This can be solved interactively using Secure Function Evaluation (SFE) protocols, for example, using the very efficient garbled circuit (GC) approach [23, 36]. However, GC protocols potentially require a large amount of data to be transferred between \(\mathcal{S}\) and \(\mathcal{C}\). This is because f needs to be encrypted (garbled) as \(\widetilde{f}\) and transferred from \(\mathcal{S}\) to \(\mathcal{C}\).
*A short version of this chapter appears at FC’10 [18].
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Notes
- 1.
In some cases, the impact can be mitigated by creating and transferring GCs in the precomputation phase. However, this is not fully satisfactory. First, even more data needs to be transferred since demand cannot be perfectly predicted. Further, this creates other problems, such as requiring large long-term storage on client devices.
- 2.
Note, if \(\mathcal{C}\) in fact trusts \(\mathcal{T}\) to behave honestly, then there exists a trivial solution, where \(\mathcal{C}\) would let \(\mathcal{T}\) compute the function on her inputs [16].
- 3.
If needed, \(\mathcal{C}\)’s capabilities may be enhanced by using a trusted hardware accelerator.
- 4.
\(\mathcal{T}\)’s key k is a fixed part of its circuit and is kept even without non-volatile storage.
References
W. Aiello, Y. Ishai, O. Reingold, Priced oblivious transfer: How to sell digital goods. in Advances in Cryptology – EUROCRYPT’01. Lecture Notes in Computer Science, vol. 2045 (Springer-Verlag, Berlin, Heidelberg, New York, NY, 2001), pp. 119–135
M. Barni, P. Failla, V. Kolesnikov, R. Lazzeretti, A.R. Sadeghi, T. Schneider, in Secure Evaluation of Private Linear Branching Programs with Medical Applications. European Symposium on Research in Computer Security (ESORICS’09). Lecture Notes in Computer Science, vol. 5789 (Springer, Saint-Malo, France, 21–23 Sept 2009), pp. 424–439
C.L. Berman, Circuit width, register allocation, and ordered binary decision diagrams. IEEE Trans. CAD 10(8), 1059–1066 (1991)
R. Canetti, Y. Lindell, R. Ostrovsky, A. Sahai, in Universally Composable Two-party and Multi-party Secure Computation. ACM Symposium on Theory of Computing (STOC’02), Montréal, Québec, Canada, 19–21 May 2002, pp. 494–503
D. Canright, in A Very Compact S-box for AES. Cryptographic Hardware and Embedded Systems (CHES’05), Edinburgh, UK, 29 Aug–1 Sept 2005. Lecture Notes in Computer Science, vol. 3659 (Springer, 2005), pp. 441–456
G.J. Chaitin, M.A. Auslander, A.K. Chandra, J. Cocke, M.E. Hopkins, P.W. Markstein, Register allocation via coloring. Comput. Lang. 6(1), 47–57 (1981)
N. Chandran, V. Goyal, A. Sahai, New constructions for UC secure computation using tamper-proof hardware. in Advances in Cryptology – EUROCRYPT’08, Istanbul, Turkey, 13–17 Apr 2008. Lecture Notes in Computer Science, vol. 4965 (Springer, 2008), pp. 545–562
I. Damgård, J.B. Nielsen, D. Wichs, in Universally Composable Multiparty Computation with Partially Isolated Parties. Theory of Cryptography (TCC’09), San Francisco, CA, USA, 15–17 Mar 2009. Lecture Notes in Computer Science vol. 5444 (Springer, 2009), pp. 315–331
M. Feldhofer, J. Wolkerstorfer, in Strong Crypto for RFID Tags — A Comparison of Low-Power Hardware Implementations. International Symposium on Circuits and Systems (ISCAS’07) (IEEE Computer Society, 2007), pp. 1839–1842
M. Fort, F.C. Freiling, L.D. Penso, Z. Benenson, D. Kesdogan, in Trustedpals: Secure Multiparty Computation Implemented with Smart Cards. European Symposium on Research in Computer Security (ESORICS’06), Hamburg, Germany, 18–20 Sept 2006. Lecture Notes in Computer Science, vol. 4189 (Springer, 2006), pp. 34–48
Google Health (2009). https://www.google.com/health
V. Goyal, P. Mohassel, A. Smith, Efficient two party and multi party computation against covert adversaries. in Advances in Cryptology – EUROCRYPT’08, Istanbul, Turkey, 13–17 Apr 2008. Lecture Notes in Computer Science, vol. 4965 (Springer, 2008), pp. 289–306
V. Gunupudi, S. Tate, in Generalized Non-interactive Oblivious Transfer Using Count-Limited Objects with Applications to Secure Mobile Agents. Financial Cryptography and Data Security (FC’08), Cozumel, Mexico, 28–31 Jan 2008. Lecture Notes in Computer Science, vol. 5143 (Springer, 2008), pp. 98–112
C. Hazay, Y. Lindell, in Constructions of Truly Practical Secure Protocols Using Standard Smartcards. ACM Conference on Computer and Communications Security (CCS’08) (ACM, New York, NY, USA 2008), pp. 491–500
D. Hofheinz, J. Müller-Quade, D. Unruh, in Universally Composable Zero-Knowledge Arguments and Commitments from Signature Cards. Central European Conference on Cryptology (MoraviaCrypt’05), Brno, The Czech Republic, 15–17 June 2005
A. Iliev, S. Smith, More Efficient Secure Function Evaluation Using Tiny Trusted Third Parties. Technical Report TR2005-551, Dartmouth College, Computer Science, Hanover, NH (2005). http://www.cs.dartmouth.edu/reports/TR2005-551.pdf
Y. Ishai, J. Kilian, K. Nissim, E. Petrank, Extending oblivious transfers efficiently. in Advances in Cryptology – CRYPTO’03. Lecture Notes in Computer Science, vol. 2729 (Springer-Verlag, Berlin, Heidelberg, New York, NY 2003) pp. 145–161
K. Järvinen, V. Kolesnikov, A.-R. Sadeghi, T. Schneider, in Embedded SFE: Offloading Server and Network Using Hardware Tokens. In 14th International Conference on Financial Cryptography and Data Security (FC’10). Lecture Notes in Computer Science vol. 6052 (Springer, Jan 2010) pp. 207–221
J. Katz, Universally composable multi-party computation using tamper-proof hardware. in Advances in Cryptology – EUROCRYPT’07, Barcelona, Spain, 20–24 May 2007. Lecture Notes in Computer Science, vol. 4515 (Springer, 2007), pp. 115–128
V. Kolesnikov, T. Schneider, in Improved Garbled Circuit: Free XOR Gates and Applications. International Colloquium on Automata, Languages and Programming (ICALP’08), Reykjavik, Iceland, 6–13 July 2008. Lecture Notes in Computer Science, vol. 5126 (Springer, 2008), pp. 486–498
H. Krawczyk, M. Bellare, R. Canetti, HMAC: Keyed-hashing for message authentication. RFC 2104 (Informational), (1997). http://tools.ietf.org/html/rfc2104
Y. Lindell, B. Pinkas, An efficient protocol for secure two-party computation in the presence of malicious adversaries. in Advances in Cryptology – EUROCRYPT’07 Barcelona, Spain, 20–24 May 2007. Lecture Notes in Computer Science, vol. 4515 (Springer, 2007), pp. 52–78
Y. Lindell, B. Pinkas, A proof of Yao’s protocol for secure two-party computation. J. Cryptol. 22(2), 161–188 (2009). Cryptology ePrint Archive, Report 2004/175, http://eprint.iacr.org
Y. Lindell, B. Pinkas, N. Smart, in Implementing Two-party Computation Efficiently with Security Against Malicious Adversaries. Security and Cryptography for Networks (SCN’08), Amalfi, Italy, 10–12 Sept 2008. Lecture Notes in Computer Science, vol. 5229 (Springer, 2008), pp. 2–20
D. Malkhi, N. Nisan, B. Pinkas, Y. Sella, in Fairplay — A Secure Two-party Computation System. USENIX Security Symposium (Security’04), San Diego, CA, USA, 9–13 Aug 2004 (USENIX Association, 2004)
T. Moran, G. Segev, David and goliath commitments: UC computation for asymmetric parties using tamper-proof hardware. in Advances in Cryptology – EUROCRYPT’08, Istanbul, Turkey, 13–17 Apr 2008. Lecture Notes in Computer Science, vol. 4965 (Springer, 2008), pp. 527–544
M. Naor, B. Pinkas, in Efficient Oblivious Transfer Protocols. ACM-SIAM Symposium On Discrete Algorithms (SODA’01), Washington, DC, USA, 7–9 Jan 2001. (Society for Industrial and Applied Mathematics, 2001), pp. 448–457
NIST, U.S. National Institute of Standards and Technology: Federal information processing standards (FIPS 197). Advanced Encryption Standard (AES) (2001). http://csrc.nist.gov/publications/fips/fips197/fips-197.pdf
NIST, U.S. National Institute of Standards and Technology: Federal information processing standards (FIPS 180-2). Announcing the Secure Hash Standard (2002). http://csrc.nist.gov/publications/fips/fips180-2/fips-180-2.pdf
B. Pinkas, T. Schneider, N.P. Smart, S.C. Williams, Secure two-party computation is practical. in Advances in Cryptology – ASIACRYPT 2009, Tokyo, Japan, 6–10 Dec 2009. Lecture Notes in Computer Science, vol. 5912 (Springer, 2009), pp. 250–267
C.E. Shannon, The synthesis of two-terminal switching circuits. Bell Syst. Tech. J. 28(1), 59–98 (1949)
J. Song, R. Poovendran, J. Lee, T. Iwata, The AES-CMAC Algorithm. RFC 4493 (Informational) (2006). http://tools.ietf.org/html/rfc4493
Y.N. Srikant, P. Shankar (eds.), The Compiler Design Handbook: Optimizations and Machine Code Generation (CRC Press, Boca Raton, FL, 2002)
S. Tate, R. Vishwanathan, in Improving Cut-and-Choose in Verifiable Encryption and Fair Exchange Protocols Using Trusted Computing Technology. Data and Applications Security (DBSec’09), Concordia University, Montreal, Canada, 12–15 July 2009. Lecture Notes in Computer Science, vol. 5645 (Springer, 2009), pp. 252–267
B.C.H. Turton, Extending Quine-McCluskey for exclusive-or logic synthesis. IEEE Trans. Educ. 39, 81–85 (1996)
A.C. Yao, in How to Generate and Exchange Secrets. IEEE Symposium on Foundations of Computer Science (FOCS’86), Toronto, Canada, 27–29 Oct 1986 (IEEE, 1986), pp. 162–167
Acknowledgments
We would like to thank Wilko Henecka for preparing test circuits and Ivan Damgård and reviewers of FC’10 for their helpful comments. The first author was supported by EU FP7 project CACE. The third and fourth authors were supported by EU FP6 project SPEED, EU FP7 project CACE, and ECRYPT II.
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Järvinen, K., Kolesnikov, V., Sadeghi, AR., Schneider, T. (2010). Efficient Secure Two-Party Computation with Untrusted Hardware Tokens (Full Version)*. In: Sadeghi, AR., Naccache, D. (eds) Towards Hardware-Intrinsic Security. Information Security and Cryptography. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-14452-3_17
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