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- W4328012104 abstract "This paper investigates secure and efficient implementation of the activation functions - sigmoid and tanh in a two-party environment. Specifically, first, we propose a new two-party secure multiplication protocol, where the product of two multiplicative secret shares is re-shared as an additive secret shares. Next, we show that the communication complexity of the SecureNLP system is improved by our new protocol. Finally, experimental results show that our new protocol has lower communication rounds and less protocol runtime than the already existing ones in the literature." @default.
- W4328012104 created "2023-03-22" @default.
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- W4328012104 date "2022-12-09" @default.
- W4328012104 modified "2023-09-28" @default.
- W4328012104 title "Efficient Two-Party Privacy-Preserving Protocols for Activation Functions" @default.
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- W4328012104 doi "https://doi.org/10.1109/iccc56324.2022.10065786" @default.
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