Algorithm for Determining the Optimal Weights for the Akushsky Core Function with an Approximate Rank

E Shiriaev, N Kucherov, M Babenko, V Lutsenko… - Applied Sciences, 2023 - mdpi.com
In this paper, a study is carried out related to improving the reliability and fault tolerance of
Fog Computing systems. This work is a continuation of previous studies. In the past, we have …

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 …

Enhancing Cloud Security through Efficient Polynomial Approximations for Homomorphic Evaluation of Neural Network Activation Functions

B Pulido-Gaytan, A Tchemykh… - 2024 IEEE 24th …, 2024 - ieeexplore.ieee.org
Current security cloud practices can successfully protect stored data and data in transit, but
they do not keep the same protection during data processing. The data value extraction …

Data Storage with Increased Survivability and Reliability Based on the Residue Number System

N Kucherov - Advances in Systems Science and Applications, 2024 - ijassa.ipu.ru
The paper considers the principles of building reliable data storage and processing systems
in cloud-fog environment. The factors affecting the reliability and survivability of systems are …

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 …

Secure and Efficient Outsourced Computation in Cloud Computing Environments

AP Gaikwad, KB Kakpure - International Journal of Integrative Studies (IJIS), 2024 - ijis.co.in
Secure and efficient outsourced computation in cloud computing environments is crucial for
ensuring data confidentiality, integrity, and resource optimization. In this research, we …

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 …