Abstract
A reputation system assigns a user or item a reputation value which can be used to evaluate trustworthiness. Blömer, Juhnke and Kolb in 2015, and Kaafarani, Katsumata and Solomon in 2018, gave formal models for centralised reputation systems, which rely on a central server and are widely used by service providers such as AirBnB, Uber and Amazon. In these models, reputation values are given to items, instead of users. We advocate a need for shift in how reputation systems are modelled, whereby reputation values are given to users, instead of items, and each user has unlinkable items that other users can give feedback on, contributing to their reputation value. This setting is not captured by the previous models, and we argue it captures more realistically the functionality and security requirements of a reputation system. We provide definitions for this new model, and give a construction from standard primitives, proving it satisfies these security requirements. We show that there is a low efficiency cost for this new functionality.
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Notes
- 1.
A simple example of an item could be a product being sold.
- 2.
Soundness of Reputation is comparable to Public Linkability and Anonymity of Feedback is comparable to Anonymity.
References
Amazon’s third-party sellers ship record-breaking 2 billion items in 2014, but merchant numbers stay flat. https://techcrunch.com/2015/01/05/amazon-third-party-sellers-2014/. Accessed 1 Apr 2019
Travis kalanick says uber has 40 million monthly active riders. https://techcrunch.com/2016/10/19/travis-kalanick-says-uber-has-40-million-monthly-active-riders/. Accessed 1 Apr 2019
Androulaki, E., Choi, S.G., Bellovin, S.M., Malkin, T.: Reputation systems for anonymous networks. In: Borisov, N., Goldberg, I. (eds.) PETS 2008. LNCS, vol. 5134, pp. 202–218. Springer, Heidelberg (2008). https://doi.org/10.1007/978-3-540-70630-4_13
Bellare, M., Micciancio, D., Warinschi, B.: Foundations of group signatures: formal definitions, simplified requirements, and a construction based on general assumptions. In: Biham, E. (ed.) EUROCRYPT 2003. LNCS, vol. 2656, pp. 614–629. Springer, Heidelberg (2003). https://doi.org/10.1007/3-540-39200-9_38
Bellare, M., Rogaway, P.: Random oracles are practical: a paradigm for designing efficient protocols. In: Ashby, V. (ed.) ACM CCS 93, 3–5 November 1993, pp. 62–73. ACM Press, Fairfax (1993)
Bellare, M., Shi, H., Zhang, C.: Foundations of group signatures: the case of dynamic groups. In: Menezes, A. (ed.) CT-RSA 2005. LNCS, vol. 3376, pp. 136–153. Springer, Heidelberg (2005). https://doi.org/10.1007/978-3-540-30574-3_11
Bethencourt, J., Shi, E., Song, D.: Signatures of reputation. In: Sion, R. (ed.) FC 2010. LNCS, vol. 6052, pp. 400–407. Springer, Heidelberg (2010). https://doi.org/10.1007/978-3-642-14577-3_35
Blömer, J., Juhnke, J., Kolb, C.: Anonymous and publicly linkable reputation systems. In: Böhme, R., Okamoto, T. (eds.) FC 2015. LNCS, vol. 8975, pp. 478–488. Springer, Heidelberg (2015). https://doi.org/10.1007/978-3-662-47854-7_29
Boneh, D., Boyen, X.: Short signatures without random oracles. In: Cachin, C., Camenisch, J.L. (eds.) EUROCRYPT 2004. LNCS, vol. 3027, pp. 56–73. Springer, Heidelberg (2004). https://doi.org/10.1007/978-3-540-24676-3_4
Boneh, D., Boyen, X.: Short signatures without random oracles and the SDH assumption in bilinear groups. J. Cryptol. 21(2), 149–177 (2008)
Bootle, J., Cerulli, A., Chaidos, P., Ghadafi, E., Groth, J.: Foundations of fully dynamic group signatures. In: Manulis, M., Sadeghi, A.-R., Schneider, S. (eds.) ACNS 2016. LNCS, vol. 9696, pp. 117–136. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-39555-5_7
Brickell, E.F., Camenisch, J., Chen, L.: Direct anonymous attestation. In: Atluri, V., Pfitzmann, B., McDaniel, P. (eds.) ACM CCS 2004, 25–29 October 2004, pp. 132–145. ACM Press, Washington (2004)
Camenisch, J., Chen, L., Drijvers, M., Lehmann, A., Novick, D., Urian, R.: One TPM to bind them all: fixing TPM 2.0 for provably secure anonymous attestation. In: 2017 IEEE Symposium on Security and Privacy, SP, pp. 901–920. IEEE (2017)
Camenisch, J., Drijvers, M., Lehmann, A.: Anonymous attestation using the strong Diffie Hellman assumption revisited. In: Franz, M., Papadimitratos, P. (eds.) Trust 2016. LNCS, vol. 9824, pp. 1–20. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-45572-3_1
Camenisch, J., Drijvers, M., Lehmann, A.: Universally composable direct anonymous attestation. In: Cheng, C.-M., Chung, K.-M., Persiano, G., Yang, B.-Y. (eds.) PKC 2016. LNCS, vol. 9615, pp. 234–264. Springer, Heidelberg (2016). https://doi.org/10.1007/978-3-662-49387-8_10
Chaum, D., van Heyst, E.: Group signatures. In: Davies, D.W. (ed.) EUROCRYPT 1991. LNCS, vol. 547, pp. 257–265. Springer, Heidelberg (1991). https://doi.org/10.1007/3-540-46416-6_22
Delerablée, C., Pointcheval, D.: Dynamic fully anonymous short group signatures. In: Nguyen, P.Q. (ed.) VIETCRYPT 2006. LNCS, vol. 4341, pp. 193–210. Springer, Heidelberg (2006). https://doi.org/10.1007/11958239_13
Kaafarani, A.E., Katsumata, S., Solomon, R.: Anonymous reputation systems achieving full dynamicity from lattices. In: Twenty-Second International Conference on Financial Cryptography and Data Security (forthcoming)
Garms, L., Martin, K., Ng, S.-L.: Reputation schemes for pervasive social networks with anonymity. In: Proceedings of the fifteenth International Conference on Privacy, Security and Trust (PST 2017), IEEE (2017)
Garms, L., Quaglia, E.A.: A new approach to modelling centralised reputation systems. Cryptology ePrint Archive, Report 2019/453 (2019). https://eprint.iacr.org/2019/453
Ling, S., Nguyen, K., Wang, H., Xu, Y.: Lattice-based group signatures: achieving full dynamicity with ease. In: Gollmann, D., Miyaji, A., Kikuchi, H. (eds.) ACNS 2017. LNCS, vol. 10355, pp. 293–312. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-61204-1_15
Lysyanskaya, A., Rivest, R.L., Sahai, A., Wolf, S.: Pseudonym systems. In: Heys, H., Adams, C. (eds.) SAC 1999. LNCS, vol. 1758, pp. 184–199. Springer, Heidelberg (2000). https://doi.org/10.1007/3-540-46513-8_14
Mármol, F.G., Pérez, G.M.: Security threats scenarios in trust and reputation models for distributed systems. Comput. Secur. 28(7), 545–556 (2009)
Ng, S.-L., Martin, K., Chen, L., Li, Q.: Private reputation retrieval in public - a privacy-aware announcement scheme for vanets. IET Inf. Secur. (2016). https://doi.org/10.1049/iet-ifs.2014.0316
Pavlov, E., Rosenschein, J.S., Topol, Z.: Supporting privacy in decentralized additive reputation systems. In: Jensen, C., Poslad, S., Dimitrakos, T. (eds.) iTrust 2004. LNCS, vol. 2995, pp. 108–119. Springer, Heidelberg (2004). https://doi.org/10.1007/978-3-540-24747-0_9
Petrlic, R., Lutters, S., Sorge, C.: Privacy-preserving reputation management. In: Proceedings of the 29th Annual ACM Symposium on Applied Computing, SAC 2014, pp. 1712–1718. ACM, New York (2014)
Scott, M.: Pairing implementation revisited. Cryptology ePrint Archive, Report 2019/077 (2019). https://eprint.iacr.org/2019/077
Zhai, E., Wolinsky, D.I., Chen, R., Syta, E., Teng, C., Ford, B.: AnonRep: towards tracking-resistant anonymous reputation. In: 13th USENIX Symposium on Networked Systems Design and Implementation (NSDI 2016), pp. 583–596. USENIX Association (2016)
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Garms, L., Quaglia, E.A. (2019). A New Approach to Modelling Centralised Reputation Systems. In: Buchmann, J., Nitaj, A., Rachidi, T. (eds) Progress in Cryptology – AFRICACRYPT 2019. AFRICACRYPT 2019. Lecture Notes in Computer Science(), vol 11627. Springer, Cham. https://doi.org/10.1007/978-3-030-23696-0_22
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