20 citations · 57 across the 8 of their papers we have counts for
8 papers
Image Encryption Algorithm Based on Convolutional Neural Networks and Dynamic S-Box Generation
Ans Ibrahim Mahameed, Fadhil Abbas Fadhil, Maryam Mahdi Alhusseini +2
The paper proposes a dynamic approach to image encryption, combining the use of Convolutional Neural Networks (CNNs) and classical cryptography to improve the security and flexibil…
A High-Performance Fractal Encryption Framework and Modern Innovations for Secure Image Transmission
Sura Khalid Salsal, Eman Shaker Mahmood, Farah Tawfiq Abdul Hussien +3
The current digital era, driven by growing threats to data security, requires a robust image encryption technique. Classical encryption algorithms suffer from a trade-off among sec…
Forecast of solar activity based on mean-field dynamo model and neural network
Nathan Kleeorin, Kirill Kuzanyan, Nikolai Safiullin +4
We discuss a prediction of the solar activity on a short time-scale applying the method based on a combination of a nonlinear mean-field dynamo model and the artificial neural netw…
Magnetic fields of low-mass main sequences stars: Nonlinear dynamo theory and mean-field numerical simulations
N. Kleeorin, I. Rogachevskii, N. Safiullin +2
Our theoretical and numerical analysis have suggested that for low-mass main sequences stars (of the spectral classes from M5 to G0) rotating much faster than the Sun, the generate…
The mean tilt of sunspot bipolar regions: theory, simulations and comparison with observations
N. Kleeorin, N. Safiullin, K. Kuzanyan +3
A theory of the mean tilt of sunspot bipolar regions (the angle between a line connecting the leading and following sunspots and the solar equator) is developed. A mechanism of for…
Large Scale Properties of Tilt of Sunspot Groups and Joy's Law Near The Solar Equator
K. M. Kuzanyan, N. Safiullin, N. Kleeorin +2
We present a physical mechanism of formation of tilt angles of sunspots due to the process of formation of active regions below the solar photosphere. The contribution of Coriolis…
Nonlinear mean-field dynamo and prediction of solar activity
N. Safiullin, N. Kleeorin, S. Porshnev +2
We apply a nonlinear mean-field dynamo model which includes a budget equation for the dynamics of Wolf numbers to predict solar activity. This dynamo model takes into account the a…
The dynamics of Wolf numbers based on nonlinear dynamo with magnetic helicity: comparisons with observations
Ya. Kleeorin, N. Safiullin, N. Kleeorin +3
We investigate the dynamics of solar activity using a nonlinear one-dimensional dynamo model and a phenomenological equation for the evolution of Wolf numbers. This system of equat…