Secure Image Inference Using Pairwise Activation Functions

Secure Image Inference Using Pairwise Activation Functions

Polynomial approximation has for the past few years been used to derive polynomials as an approximation to activation functions for use in image prediction or inference employing homomorphic encryption technique to induce data privacy and security. Most proposed works thus far have only been limited...

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Bibliographic Details
Main Authors: Jonas T. Agyepong, Mostafa Soliman, Yasutaka Wada, Keiji Kimura, Ahmed El-Mahdy
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Exploratory analysis
homomorphic encryption scheme
homomorphic image inference
pairwise functions
polynomial approximation
privacy-preserving machine learning
Online Access:https://ieeexplore.ieee.org/document/9521226/

Internet

https://ieeexplore.ieee.org/document/9521226/

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