Colour image encryption based on customized neural network and DNA encoding

S Patel, V Thanikaiselvan, D Pelusi, B Nagaraj… - Neural Computing and …, 2021 - Springer
Cryptography is a method for secure communication by hiding information with secret keys
so that only authorised users can read and process it. Efficient random sequence generators …

An -Dimensional Chaotic System Generation Method Using Parametric Pascal Matrix

Y Zhang, Z Hua, H Bao, H Huang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
When high-dimensional chaotic systems are applied to many practical applications, they are
required to have robust and complex hyperchaotic behaviors. In this article, we propose a …

An improved pseudorandom sequence generator and its application to image encryption

K Sinha, P Paul, A Amritanjali - KSII Transactions on Internet and …, 2022 - koreascience.kr
This paper proposes an improved Pseudorandom Sequence Generator (PRSG) based on
the concept of modular arithmetic systems with non-integral numbers. The generated …

Pseudo-random number generation using generative adversarial networks

M De Bernardi, MHR Khouzani, P Malacaria - ECML PKDD 2018 …, 2019 - Springer
Pseudo-random number generators (PRNG) are a fundamental element of many security
algorithms. We introduce a novel approach to their implementation, by proposing the use of …

Secure exchange of information using artificial intelligence and chaotic system guided neural synchronization

A Sarkar - Multimedia Tools and Applications, 2021 - Springer
In this paper, a chaos-based neural synchronization has been proposed for the
development of the public-key exchange protocol. A special neural network structure called …

DNA image encryption scheme based on a chaotic LSTM pseudo-random number generator

K Koubaâ, N Derbel - International Journal of Bifurcation and Chaos, 2023 - World Scientific
Deoxyribonucleic Acid (DNA) coding technology is a new research field developed by the
combination of computer science and molecular biology, that has been gradually applied in …

Shrinkable Cryptographic Technique Using Involutory Function for Image Encryption

M Karmakar, A Priya, K Sinha, M Verma - International Conference on …, 2022 - Springer
Cryptography is the technique of hiding and transmitting confidential information via the
internet. There are various traditional cryptographic approaches have been presented by …

Poster: Using generative adversarial networks for secure pseudorandom number generation

R Oak, C Rahalkar, D Gujar - Proceedings of the 2019 ACM SIGSAC …, 2019 - dl.acm.org
Generation of secure random numbers has always been a challenging issue in design and
development of secure computer systems. Random numbers have important applications in …

Learned pseudo-random number generator: WGAN-GP for generating statistically robust random numbers

K Okada, K Endo, K Yasuoka, S Kurabayashi - PloS one, 2023 - journals.plos.org
Pseudo-random number generators (PRNGs) are software algorithms generating a
sequence of numbers approximating the properties of random numbers. They are critical …

Machine learning‐resistant pseudo‐random number generator

Y Wen, W Yu - Electronics Letters, 2019 - Wiley Online Library
Conventional pseudo‐random number generator (PRNG) is vulnerable to machine learning
(ML) attacks since algorithms are used to generate the random number. Physical unclonable …