Differential Privacy for Free? Harnessing the Noise in Approximate Homomorphic Encryption
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Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-58868-6_12
Reference64 articles.
1. Openfhe noise flooding. https://github.com/openfheorg/openfhe-development/blob/main/src/pke/examples/CKKS_NOISE_FLOODING.md. Accessed 21 Jan 2024
2. Abadi, M., et al.: Deep learning with differential privacy. In: Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, pp. 308–318 (2016)
3. Akavia, A., Leibovich, M., Resheff, Y.S., Ron, R., Shahar, M., Vald, M.: Privacy-preserving decision trees training and prediction. ACM Trans. Priv. Secur. 25(3), 1–30 (2022)
4. Boemer, F., Cammarota, R., Demmler, D., Schneider, T., Yalame, H.: MP2ML: a mixed-protocol machine learning framework for private inference. In: Proceedings of the 15th International Conference on Availability, Reliability and Security, pp. 1–10 (2020)
5. Bossuat, J.P., Troncoso-Pastoriza, J., Hubaux, J.P.: Bootstrapping for approximate homomorphic encryption with negligible failure-probability by using sparse-secret encapsulation. In: Ateniese, G., Venturi, D. (eds.) ACNS 2022. LNCS, vol. 13269, pp. 521–541. Springer, Cham (2022). https://doi.org/10.1007/978-3-031-09234-3_26
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