Zobrazeno 1 - 7
of 7
pro vyhledávání: '"Rachuri, Rahul"'
Mixing arithmetic and boolean circuits to perform privacy-preserving machine learning has become increasingly popular. Towards this, we propose a framework for the case of four parties with at most one active corruption called Tetrad. Tetrad works ov
Externí odkaz:
http://arxiv.org/abs/2106.02850
Machine learning has started to be deployed in fields such as healthcare and finance, which propelled the need for and growth of privacy-preserving machine learning (PPML). We propose an actively secure four-party protocol (4PC), and a framework for
Externí odkaz:
http://arxiv.org/abs/1912.02631
Autor:
Rachuri, Rahul, Scholl, Peter
Publikováno v:
Rachuri, R & Scholl, P 2022, Le Mans : Dynamic and Fluid MPC for Dishonest Majority . in Y Dodis & T Shrimpton (eds), Advances in Cryptology – CRYPTO 2022-42nd Annual International Cryptology Conference, CRYPTO 2022, Proceedings . Springer, Lecture Notes in Computer Science, vol. 13507, pp. 719-749, 42nd Annual International Cryptology Conference, CRYPTO 2022, Santa Barbara, United States, 15/08/2022 . https://doi.org/10.1007/978-3-031-15802-5_25
Most MPC protocols require the set of parties to be active for the entire duration of the computation.Deploying MPC for use cases such as complex and resource-intensive scientific computations increases the barrier of entry for potential participants
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=pure_au_____::72550d911b35262fed9f0aa9845b3d33
https://pure.au.dk/portal/da/publications/le-mans(bc53d541-1453-4f41-8898-94ad6b959989).html
https://pure.au.dk/portal/da/publications/le-mans(bc53d541-1453-4f41-8898-94ad6b959989).html
Publikováno v:
Escudero, D, Ghosh, S, Keller, M, Rachuri, R & Scholl, P 2020, Improved primitives for mpc over mixed arithmetic-binary circuits . in D Micciancio & T Ristenpart (eds), Advances in Cryptology-CRYPTO 2020 . Springer, Cham, Lecture Notes in Computer Science, vol. 12171, pp. 823-852, 40th Annual International Cryptology Conference, CRYPTO 2020, Santa Barbara, United States, 17/08/2020 . https://doi.org/10.1007/978-3-030-56880-1_29
This work introduces novel techniques to improve the translation between arithmetic and binary data types in secure multi-party computation. We introduce a new approach to performing these conversions using what we call extended doubly-authenticated
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=pure_au_____::2c8099379f542d19c05ab2aa38f10deb
https://pure.au.dk/portal/da/publications/improved-primitives-for-mpc-over-mixed-arithmeticbinary-circuits(a8a7b426-f067-4f06-ada2-a20da32ddf6a).html
https://pure.au.dk/portal/da/publications/improved-primitives-for-mpc-over-mixed-arithmeticbinary-circuits(a8a7b426-f067-4f06-ada2-a20da32ddf6a).html
Autor:
Leonid Reyzin, Douglas Stebila
The 10-volume set, LNCS 14920-14929 constitutes the refereed proceedings of the 44th Annual International Cryptology Conference, CRYPTO 2024. The conference took place at Santa Barbara, CA, USA, during August 18-22, 2024. The 143 full papers presente
Autor:
Yevgeniy Dodis, Thomas Shrimpton
The 4-volume sets LNCS 13507, 13508, 13509, 13510 constitutes the refereed proceedings of the 42nd Annual International Cryptology Conference, CRYPTO 2022, which was held in Santa Barbara, CA, USA, in August 2022. The total of 100 papers included i
Autor:
Daniele Micciancio, Thomas Ristenpart
Conference on Cryptologic Research, CRYPTO 2020, which was held during August 17–21, 2020. Crypto has traditionally been held at UCSB every year, but due to the COVID-19 pandemic it will be an online event in 2020. The 85 papers presented in the pr