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 …

Towards Understanding Efficient Privacy-Preserving Homomorphic Comparison

B Pulido-Gaytan, A Tchernykh, F Leprévost… - IEEE …, 2023 - ieeexplore.ieee.org
The security issues that arise in public cloud environments raise several concerns about
privacy-preserving. Conventional security practices successfully protect stored and …

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 …

A survey on multi-cloud storage security: threats and countermeasures

ES Bezuglova, EM Shiriaev, MG Babenko, A Tchernykh… - 2023 - elibrary.ru
In this paper, we study multi-cloud storage technologies that share information as a single
system using services from different cloud providers. These technologies provide …

СОВРЕМЕННАЯ НАУКА И ИННОВАЦИИ

ЕМ ШИРЯЕВ, НН КУЧЕРОВ, ОВ КРИВОЛАПОВА - СОВРЕМЕННАЯ НАУКА И … - elibrary.ru
В данной работе рассматриваются распределенные вычислительных системы, а
также распределенные системы хранения данных. Учитывая существующие …

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 …