Papers by Fatin Nabila Abd Latiff
A new finding is proposed for multi-fractional order of neural networks by multi-time delay (MFNN... more A new finding is proposed for multi-fractional order of neural networks by multi-time delay (MFNNMD) to obtain stable chaotic synchronization. Moreover, our new result proved that chaos synchronization of two MFNNMDs could occur with fixed parameters and initial conditions with the proposed control scheme called sliding mode control (SMC) based on the time-delay chaotic systems. In comparison, the fractional-order Lyapunov direct method (FLDM) is proposed and is implemented to SMC to maintain the systems' sturdiness and assure the global convergence of the error dynamics. An extensive literature survey has been conducted, and we found that many researchers focus only on fractional order of neural networks (FNNs) without delay in different systems. Furthermore, the proposed method has been tested with different multi-fractional orders and time-delay values to find the most stable MFNNMD. Finally, numerical simulations are presented by taking two MFNNMDs as an example to confirm the effectiveness of our control scheme.
R e s e a r c h H i g h l i g h t s • Synchronizing the fractional-order with integer-order with ... more R e s e a r c h H i g h l i g h t s • Synchronizing the fractional-order with integer-order with the framework of neural networks of the. • The systems are synchronized using ASMC and LDFM. • Systems are synchronised in the form of delayed systems. • The implementation of the master-slave system in the secure communication system. ___________________________________________________________________________ G r a p h i c a l A b s t r a c t Fig. 1: Synchronization of chaotic attractor of IoDRNNASMC system and FoDRNNASMC system ________________________________________________________________ Science Proceedings Series 2(2) http://readersinsight.net/SPS Copyright © 2020 Authors. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. 123 R e s ear ch Ob j e c t i v es • A new fractional-order integral inequality is obtained for de...
Synchronization Between Integer and Fractional Order Delay Neural Networks System
The purpose is to present a method for synchronizing a recurrent neural networks system between i... more The purpose is to present a method for synchronizing a recurrent neural networks system between integer and fractional-order order delay by active sliding mode control . The Active Sliding Mode Control (ASMC) scheme is used to solve the synchronization problem between the integer-order delayed recurrent neural networks system via active sliding mode control (IoDRNNASM) systems and the fractional-order delay recurrent neural networks system via active sliding mode control (FoDRNNASM) system based on the Lyapunov direct fractional method (LDFM). To explore the behavior of the IoDRNNASM systems and the FoDRNNASM systems, we performed the technique of numerical simulations using MATLAB software to prove the feasibility and strength of the archived outcomes. This concept can also be enhanced with the implementation of double encryption using RSA encryption to secure communication. Because we expected in the future that this enhanced concept will strengthen and increase the network securi...
The idea is to propose a method to synchronize a fractional-order delay recurrent neural networks... more The idea is to propose a method to synchronize a fractional-order delay recurrent neural networks system via active sliding mode control (FDRNNASM) with the integer-order delayed recurrent neural networks system via active sliding mode control (IDRNNASM). The Active Sliding Mode Control (ASMC) scheme is used to solve the synchronization problem between FDRN NASM systems and the IDRNNASM system based on the fractional Lyapunov direct method (FLDM). To analyze the characteristic of the FDRNNASM systems and the IDRNNASM systems, we performed the numerical simulations technique by using the MATLAB software to prove the efficiency and the stability of the archived results. This idea also can be extended to secure communications by introducing double encryption using RSA encryption. This is because, in the future, we believed that this extended idea can improve and enhance the security strength of the systems that will provide powerful security in secure communications.
Synchronization of Delayed Integer Order and Delayed Fractional Order Recurrent Neural Networks System with Active Sliding Mode Control
Controlling the initial condition of coupled synchronization of chaotic fractional Newton-Leipnik system for its stability with minimal order
The fractional-order Newton-Leipnik system (FoNLs) was studied in this paper from the point of vi... more The fractional-order Newton-Leipnik system (FoNLs) was studied in this paper from the point of view of two strange attractors. Within the same parameter condition of FoNLs, the different of initial conditions are numerically studied. The ranges are relatively wide for the different initial conditions used in this analysis and the synchronization of two identical FoNLs is investigated in this paper. An active control is the technique used for achieving the synchronization between chaotic FoNLs. Based on the theory of Laplace transformation (LTF), the conditions for achieving synchronisation of fractional order systems are studied. In order to verify the efficiency and viability of this process, numerical simulations are given, so the outcome of the process is simultaneously validated with theoretical models and computational methods. The above concept is also applied by this paper to secure communications using the chaotic masking system.
In this paper, we explore the pairing-based cryptography on elliptic curve. The security of proto... more In this paper, we explore the pairing-based cryptography on elliptic curve. The security of protocols using composite order bilinear pairing on elliptic curve depends on the difficulty of factoring the number N. Here, we show how to construct composite ordinary pairing-friendly elliptic curve having the subgroup of composite order N by using Cocks-Pinch Method. We also introduce dual system encryption to transform Identity-Based Encryption (IBE) scheme built over prime-order bilinear, to composite order bilinear groups. The new Identity-Based Encryption (IBE) is secured since it uses the Dual System Encryption methodology which guaranteed full security of the new IBE system.
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Papers by Fatin Nabila Abd Latiff