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A Note on the Use of Margins to Compare Distinguishers

  • Oscar ReparazEmail author
  • Benedikt Gierlichs
  • Ingrid Verbauwhede
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 8622)

Abstract

Relative distinguishing margins are becoming a popular measure for comparing distinguishers. This paper presents some examples that show that this measure, although informative and intuitively sound, should not be taken alone as benchmark of distinguishers.

Keywords

Success Rate Additive Gaussian Noise Specific Distinguisher Differential Power Analysis Leakage Model 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

Notes

Acknowledgments

We thank the anonymous reviewers for their insightful comments. This work was supported in part by the Research Council of KU Leuven: GOA TENSE (GOA/11/007), by the Flemish Government FWO G.0550.12N and by the Hercules Foundation AKUL/11/19. Oscar Reparaz is funded by a PhD Fellowship of the Fund for Scientific Research - Flanders (FWO). Benedikt Gierlichs is Postdoctoral Fellow of the Fund for Scientific Research - Flanders (FWO).

References

  1. 1.
    Brier, E., Clavier, C., Olivier, F.: Correlation power analysis with a leakage model. In: Joye, M., Quisquater, J.-J. (eds.) CHES 2004. LNCS, vol. 3156, pp. 16–29. Springer, Heidelberg (2004) CrossRefGoogle Scholar
  2. 2.
    Gierlichs, B., Batina, L., Tuyls, P., Preneel, B.: Mutual information analysis. In: Oswald, E., Rohatgi, P. (eds.) CHES 2008. LNCS, vol. 5154, pp. 426–442. Springer, Heidelberg (2008) CrossRefGoogle Scholar
  3. 3.
    Kocher, P.C., Jaffe, J., Jun, B.: Differential power analysis. In: Wiener, M. (ed.) CRYPTO 1999. LNCS, vol. 1666, pp. 388–397. Springer, Heidelberg (1999) CrossRefGoogle Scholar
  4. 4.
    Le, T.-H., Clédière, J., Canovas, C., Robisson, B., Servière, C., Lacoume, J.-L.: A proposition for correlation power analysis enhancement. In: Goubin, L., Matsui, M. (eds.) CHES 2006. LNCS, vol. 4249, pp. 174–186. Springer, Heidelberg (2006) CrossRefGoogle Scholar
  5. 5.
    Le, T.-H., Clédière, J., Servière, C., Lacoume, J.-L.: Noise reduction in side channel attack using fourth-order cumulant. IEEE Trans. Inf. Forensics Secur. 2(4), 710–720 (2007)CrossRefGoogle Scholar
  6. 6.
    Maghrebi, H., Guilley, S., Rioul, O., Danger, J.-L.: Some results about the distinction of side-channel distinguishers based on distributions. In: 10th International Workshop on Cryptographic Architectures Embedded in Reconfigurable Devices (CryptArchi 2012), Saint-Etienne, France, 19–22 June 2012Google Scholar
  7. 7.
    Mangard, S., Oswald, E., Standaert, F.-X.: One for all - all for one: unifying standard differential power analysis attacks. IET Inf. Secur. 5(2), 100–110 (2011)CrossRefGoogle Scholar
  8. 8.
    Oswald, E., Mather, L., Whitnall, C.: Choosing distinguishers for differential power analysis attacks. In: Non-Invasive Attack Testing Workshop, NIST (2011)Google Scholar
  9. 9.
    Standaert, F.-X., Malkin, T.G., Yung, M.: A unified framework for the analysis of side-channel key recovery attacks. In: Joux, A. (ed.) EUROCRYPT 2009. LNCS, vol. 5479, pp. 443–461. Springer, Heidelberg (2009) CrossRefGoogle Scholar
  10. 10.
    Standaert, F.-X., Veyrat-Charvillon, N., Oswald, E., Gierlichs, B., Medwed, M., Kasper, M., Mangard, S.: The World Is Not Enough: Another Look on Second-Order DPA. In: Abe, M. (ed.) ASIACRYPT 2010. LNCS, vol. 6477, pp. 112–129. Springer, Heidelberg (2010) CrossRefGoogle Scholar
  11. 11.
    Whitnall, C., Oswald, E.: A comprehensive evaluation of mutual information analysis using a fair evaluation framework. In: Rogaway, P. (ed.) CRYPTO 2011. LNCS, vol. 6841, pp. 316–334. Springer, Heidelberg (2011) CrossRefGoogle Scholar
  12. 12.
    Whitnall, C., Oswald, E.: A fair evaluation framework for comparing side-channel distinguishers. J. Cryptogr. Eng. 1(2), 145–160 (2011)CrossRefGoogle Scholar
  13. 13.
    Whitnall, C., Oswald, E., Mather, L.: An exploration of the Kolmogorov-Smirnov test as a competitor to mutual information analysis. In: Prouff, E. (ed.) CARDIS 2011. LNCS, vol. 7079, pp. 234–251. Springer, Heidelberg (2011) CrossRefGoogle Scholar

Copyright information

© Springer International Publishing Switzerland 2014

Authors and Affiliations

  • Oscar Reparaz
    • 1
    Email author
  • Benedikt Gierlichs
    • 1
  • Ingrid Verbauwhede
    • 1
  1. 1.Department of Electrical Engineering-ESAT/COSIC and iMindsKU LeuvenLeuven-HeverleeBelgium

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