Memristive hyperchaotic system-based complex-valued artificial neural synchronization for secured communication in Industrial Internet of Things

MZ Khan, A Sarkar, A Noorwali - Engineering Applications of Artificial …, 2023 - Elsevier
In this article, a memristive hyperchaotic system-based complex-valued Artificial Neural
Network (ANN) synchronization for secured communication between Industrial Internet of …

Short term solar power and temperature forecast using recurrent neural networks

V Gundu, SP Simon - Neural processing letters, 2021 - Springer
Solar energy is one of the world's clean and renewable source of energy and it is an
alternative power with the ability to serve a greater proportion of rising demand needs. The …

Complex-valued hyperchaos-assisted vector-valued artificial neural key coordination for improving security in the Industrial Internet of Things

T Hai, A Sarkar, M Aksoy, MZ Khan… - Engineering Applications of …, 2024 - Elsevier
This paper presents an innovative solution to the key exchange problem in the Industrial
Internet of Things (IIoT) implementation. Communication between connected devices must …

Neural session key exchange in the Industrial Internet of Things using hyperchaotic-guided vector-valued artificial neural synchronization

T Hai, A Sarkar, R Karmakar, MZ Khan, A Noor… - … Applications of Artificial …, 2023 - Elsevier
Abstract The Industrial Internet of Things'(IIoT) ongoing growth has provided engineers with
a wealth of prospects for improving machine throughput. Due to advancement, owing to the …

Cloud enabled Blockchain-based secured communication in mutual intelligent transportation using neural synchronization

A Sarkar, K Daripa, MZ Khan, A Noorwali - Vehicular Communications, 2022 - Elsevier
Abstract The Internet of Vehicles (IoV) will be essential in building a smart city in the
forthcoming Internet of Things (IoT) age. In reality, the IoV can successfully address several …

An efficient group synchronization of chaos-tuned neural networks for exchange of common secret key

A Sarkar, K Daripa, MZ Khan, A Noorwali - Soft Computing, 2024 - Springer
For the design of the public-key exchange protocol, a chaos-based Triple-Layer Tree Parity
Machine (TLTPM) directed group neural synchronization is presented in this study. For …

[HTML][HTML] Information fusion in autonomous vehicle using artificial neural group key synchronization

MZ Khan, A Sarkar, H Ghandorh, M Driss, W Boulila - Sensors, 2022 - mdpi.com
Information fusion in automated vehicle for various datatypes emanating from many
resources is the foundation for making choices in intelligent transportation autonomous cars …

Recurrent neural networks-guided vector-valued synchronized key exchange for secure and privacy-preserving communication in Industrial Internet of Things

A Sarkar - Applied Soft Computing, 2024 - Elsevier
This paper presents an innovative approach to the problem of key exchange in the Industrial
Internet of Things (IIoT) implementation. Recurrent Neural Networks (RNNs) and vector …

Neural coordination through spider monkey optimization-guided weight synchronization

A Sarkar - Multimedia Tools and Applications, 2023 - Springer
This paper proposes a Spider Monkey-based neural weight optimization approach for
quicker neural synchronization. To exchange the session key across a public channel, two …

Mutual learning-based group synchronization of neural networks

A Sarkar, MZ Khan, A Alahmadi - Sādhanā, 2022 - Springer
In this study, a method for securing neural key exchange over public channels by
synchronizing a set of neural networks is presented. To share the key through a public …