Fibonacci Q-Matrix, Hyperchaos, and Galois Field (2⁸) for Augmented Medical Image Encryption DOI Creative Commons
Dina El-Damak, Wassim Alexan, Eyad Mamdouh

и другие.

IEEE Access, Год журнала: 2024, Номер 12, С. 102718 - 102744

Опубликована: Янв. 1, 2024

This work introduces a novel image encryption algorithm specifically designed for the protection of color medical images, particularly crucial in era cloud storage, where security and privacy are paramount. The initial phase process leverages substantial array Fibonacci Q-matrices to manipulate data intricately. Following this, unique Substitution box (S-box) transformation, developed Galois field (28), is applied each RGB channels, further enhancing layers. final employs an key generated from hyperchaotic system differential equations that models memristive coupled neural network, offering high degree unpredictability resistance attacks. Performance metrics show [Peak Signal-to-Noise Ratio (PSNR) 8.21 dB, Mean Absolute Error (MAE) 81.72, ≈ 0 Pixel Cross-Correlation (PCC)], resistivity occlusion noise attacks, enormous space 26112, with savvy parallel processing techniques, rate 16.65 Mbps. integration this into storage systems significant importance, as it ensures secure confidential handling sensitive addressing growing concerns about breaches unauthorized access healthcare sector. Compared previous provides large 26112 small time per around 0.1 second encrypting 16 images at once. Thus, approach suitable imaging such Computed Tomography (CT) scans generate multiple tissues diagnosis patient.

Язык: Английский

Dynamics analysis, synchronization and FPGA implementation of multiscroll Hopfield neural networks with non-polynomial memristor DOI
Fei Yu, Xinxin Kong, Wei Yao

и другие.

Chaos Solitons & Fractals, Год журнала: 2024, Номер 179, С. 114440 - 114440

Опубликована: Янв. 2, 2024

Язык: Английский

Процитировано

76

Review on memristor application in neural circuit and network DOI
Feifei Yang, Jun Ma, Fuqiang Wu

и другие.

Chaos Solitons & Fractals, Год журнала: 2024, Номер 187, С. 115361 - 115361

Опубликована: Авг. 8, 2024

Язык: Английский

Процитировано

56

A discrete Chialvo–Rulkov neuron network coupled with a novel memristor model: Design, Dynamical analysis, DSP implementation and its application DOI
Hongli Cao, Yu Wang, Santo Banerjee

и другие.

Chaos Solitons & Fractals, Год журнала: 2024, Номер 179, С. 114466 - 114466

Опубликована: Янв. 12, 2024

Язык: Английский

Процитировано

50

Dynamics of heterogeneous Hopfield neural network with adaptive activation function based on memristor DOI
Chunhua Wang, Junhui Liang, Quanli Deng

и другие.

Neural Networks, Год журнала: 2024, Номер 178, С. 106408 - 106408

Опубликована: Май 22, 2024

Язык: Английский

Процитировано

46

Symmetric multi-double-scroll attractors in Hopfield neural network under pulse controlled memristor DOI

Jianghao Li,

Chunhua Wang, Quanli Deng

и другие.

Nonlinear Dynamics, Год журнала: 2024, Номер 112(16), С. 14463 - 14477

Опубликована: Июнь 8, 2024

Язык: Английский

Процитировано

33

Design, Hardware Implementation, and Application in Video Encryption of the 2D Memristive Cubic Map DOI
Suo Gao, Herbert Ho‐Ching Iu, Mengjiao Wang

и другие.

IEEE Internet of Things Journal, Год журнала: 2024, Номер 11(12), С. 21807 - 21815

Опубликована: Март 12, 2024

Chaos systems find extensive applications in cryptography and pseudorandom number generation due to their ability generate pseudo-random signals. This paper focuses on enhancing the complexity of chaotic by introducing memristor, a nonlinear component. We propose novel map called 2D memristive Cubic (2D-MCM), which integrates memristor with create discrete mapping. The 2D-MCM exhibits rich dynamical behavior broad parameter space. Notably, displays boosting bifurcation behavior. As control parameters increase, demonstrates an expanded range values, indicating its larger sequences. To validate performance, we establish hardware platform physically capture attractors 2D-MCM. verify performance generating sequences, designed video encryption algorithm based selectively encrypts specific areas within video, correlation coefficients encrypted horizontal, vertical, diagonal directions being 0.0002, -0.0005, 0.0004, respectively. Through simulation experiments security analysis, demonstrate that performs well tasks.

Язык: Английский

Процитировано

29

A Novel Multi-Channel Image Encryption Algorithm Leveraging Pixel Reorganization and Hyperchaotic Maps DOI Creative Commons
Wei Feng, Jiaxin Yang, Xiangyu Zhao

и другие.

Mathematics, Год журнала: 2024, Номер 12(24), С. 3917 - 3917

Опубликована: Дек. 12, 2024

Chaos-based encryption is promising for safeguarding digital images. Nonetheless, existing chaos-based algorithms still exhibit certain shortcomings. Given this, we propose a novel multi-channel image algorithm that leverages pixel reorganization and hyperchaotic maps (MIEA-PRHM). Our MIEA-PRHM employs two to jointly generate chaotic sequences, ensuring larger key space better randomness. During the process, first convert input images into fused matrices through reorganization. Then, apply rounds of scrambling diffusion operations, coupled with one round substitution high 4-bit matrix. For low matrix, conduct operations. Extensive experiments comparisons demonstrate outperforms many recent in various aspects, especially efficiency.

Язык: Английский

Процитировано

22

Multiscroll hopfield neural network with extreme multistability and its application in video encryption for IIoT DOI
Fei Yu, Yue Lin, Wei Yao

и другие.

Neural Networks, Год журнала: 2024, Номер 182, С. 106904 - 106904

Опубликована: Ноя. 17, 2024

Язык: Английский

Процитировано

21

Dynamics analysis and FPGA implementation of discrete memristive cellular neural network with heterogeneous activation functions DOI
Chunhua Wang,

Dingwei Luo,

Quanli Deng

и другие.

Chaos Solitons & Fractals, Год журнала: 2024, Номер 187, С. 115471 - 115471

Опубликована: Сен. 4, 2024

Язык: Английский

Процитировано

20

Temporal action segmentation for video encryption DOI
Suo Gao, Herbert Ho‐Ching Iu, Jun Mou

и другие.

Chaos Solitons & Fractals, Год журнала: 2024, Номер 183, С. 114958 - 114958

Опубликована: Май 8, 2024

Язык: Английский

Процитировано

19