Self-learning activation functions to increase accuracy of privacy-preserving Convolutional Neural Networks with homomorphic encryption

B Pulido-Gaytan, A Tchernykh - Plos one, 2024 - journals.plos.org
The widespread adoption of cloud computing necessitates privacy-preserving techniques
that allow information to be processed without disclosure. This paper proposes a method to …

An efficient method for comparing numbers and determining the sign of a number in RNS for even ranges

A Tchernykh, M Babenko, E Shiriaev, B Pulido-Gaytan… - Computation, 2022 - mdpi.com
Fully Homomorphic Encryption (FHE) permits processing information in the form of
ciphertexts without decryption. It can ensure the security of information in common …

Securing Shared Data Based on Homomorphic Encryption Schemes Check for updates

KR Devi, S Nithyapriya, G Pradeep… - Homomorphic …, 2023 - books.google.com
Today, in this modern world, privacy plays a significant role where the data is available
everywhere. Because of utilization of large amount of computer technology, the usage of …

Securing Shared Data Based on Homomorphic Encryption Schemes

K Renuka Devi, S Nithyapriya, G Pradeep… - … Encryption for Financial …, 2023 - Springer
Today, in this modern world, privacy plays a significant role where the data is available
everywhere. Because of utilization of large amount of computer technology, the usage of …

Métodos y herramientas para la optimización de Redes neuronales con privacidad preservada para el procesamiento de imágenes en un ambiente no seguro

MS Ramos - 2024 - cicese.repositorioinstitucional.mx
El modelado de redes neuronales tradicionales exige un significativo poder computacional,
especialmente en el entrenamiento y procesamiento de grandes volúmenes de datos …

An Approximate Algorithm for Determining the Sign Function of a Number Using Neural Network Methods

E Shiriaev, V Lutsenko, M Babenko - International Workshop on Advanced …, 2023 - Springer
Determining the sign of a number is not as simple as addition and multiplication. When
using the traditional notation of a number in binary form with two's complement code, it …

Precision agriculture and irrigation strategies to improve crop water productivity of chickpeas (Cicer arietinum L

JDO Amador - 2024 - cicese.repositorioinstitucional.mx
The water demand to achieve the food production for a growing population and the scarcity
of this resource, implies evaluating different strategies to increase crop water productivity …