Chaos-Based Image Encryption: Review, Application, and Challenges

Cited by (328)

Items 101–200 of 328

1. DNA-level action accompanied by Vigenere using strong pseudo random S-box for color image encryption
   Abdelhakim Chemlal, Hassan Tabti, Hamid El Bourakkadi · 2024 · Multimedia Tools and Applications
2. A novel image encryption method based on the cycle replacement
   P S P Wang, Xiaojun Liu, Jing Xu, Chenhao Lu · 2024 · Physica Scripta
3. Chaos-Based Novel Watermarked Satellite Image Encryption Scheme
   Mohamed Medani, Yahia Said, Nashwan Adnan Othman · 2025 · Computer Modeling in Engineering & Sciences
4. Advanced Framework for Securing Satellite Imagery in Computationally Constrained-Environments
   Salah-Eddine Tbahriti, Abdelmadjid Saad, Nabil Boughanmi · 2025 · Advances in Space Research
5. A Modified Henon Map Based Image Encryption Framework
   Smita Agrawal, B R Madhu · 2025 · SN Computer Science
6. A novel multi-cavity hyperchaotic map based on the Lissajous curve
   Zeping Zhang, Kehui Sun, Huihai Wang · 2025 · The European Physical Journal Plus
7. Securing Bidirectional Wireless Control of DC Motors Against MQTT-Based Cyber Attacks Using Chaos-Based Encryption
   Ngoc Ha An, Xuan Thang Trinh, Van Nam Giap · 2025 · IEEE Access
8. A Two Step Chaos-Based 3D Model Encryption
   Nikolaos Charalampidis, CHRISTOS K. VOLOS, Lazaros Moysis, Hector E. Nistazakis, Murilo S. Baptista, Ioannis N. Stouboulos · 2023 · International Conference on Dependable Systems, Services and Technologies (DESSERT)
9. Enhancing Image Security using Henon and Tinkerbell Map
   Umber Bashir, Nasir Siddiqui, Saba Inam, Shamsa Kanwal · 2024 · International Journal of Research Publication and Reviews
10. Double-image encryption and authentication scheme based on compressed sensing and double random phase encoding
    Linlin Xue, Zenghao Ge, Zhongpeng Wang · 2024 · Physica Scripta
11. An Improved Multi-Chaotic Public Key Algorithm Based on Chebyshev Polynomials
    Chunfu Zhang, Jing Bai, Yanchun Liang · 2024 · Algorithms
12. A novel approach for encryption and decryption of digital imaging and communications using mathematical modelling in internet of medical things
    S. Thalapathiraj, J. Arunnehru, V.C. Bharathi · 2024 · The Journal of Engineering
13. Spatial ergodicity dimension: Ergodic self-similarity of trajectories in discrete chaotic systems
    Juan Du, Jilong Zhang, Zhen Yang, Shouliang Li, Yi Yang · 2025 · Communications in Nonlinear Science and Numerical Simulation
14. Three-phased multi-scale residual-dense modified-U-Net architecture for deep image steganography
    Suyash Sachdeva, Ujjwal Sharma, Priyanshu Rajput, Riya Singhal, K. Madhu Kiran, Rohit Dhiman · 2025 · Computers & Electrical Engineering
15. A transformation of mappings preserving the property of robust chaos
    Marcin Lawnik, E. Campos-Cantón, Lazaros Moysis · 2025 · Chaos Solitons & Fractals
16. Statistical Analysis of the Negative–Positive Transformation in Image Encryption
    Manuel Alejandro Cardona-López, Juan Carlos Chimal-Eguía, Víctor Manuel Silva-García · 2024 · Mathematics
17. Hidden chaotic mechanisms for a family of chameleon systems
    Xue Zhang, Bo Sang, Bingxue Li, Jie Liu, Lihua Fan, Ning Wang · 2023 · Mathematical Modelling and Control
18. Enhancing Post-Quantum Information Security: A Novel Two-Dimensional Chaotic System for Quantum Image Encryption
    Fatima Asiri, Wajdan Al Malwi · 2025 · Computer Modeling in Engineering & Sciences
19. A Real-Time Medical Image Encryption Algorithm Leveraging a Novel Hypersensitive Chaotic Map
    Mohamed Zakariya Talhaoui, Zhelong Wang, Mohamed Amine Midoun · 2025 · ACM Transactions on Multimedia Computing Communications and Applications
20. Entropy-Based Optimization in Chaotic Image Encryption Algorithms with Implementation of Artificial Intelligence
    Hristina Stoycheva, Georgi Mihalev · 2025
21. Vertical partitioned high-dimensional data publishing with differential privacy principal component analysis
    Junming Zhang, Jingru Wang, Shigong Long, guangyuan Liu, Lun Wang, Di Yang · 2025 · Neurocomputing
22. A Hybrid Approach to Image Encryption Using Rule 150 Cellular Automata and Lozi Map
    Raj Majumdar, Trisha Mallick, Samriddha Mahajan · 2025
23. A type-3 fuzzy synchronization system subjected to hysteresis quantizer inputs and unknown dynamics: Applicable to financial and physical chaotic systems
    Man‐Wen Tian, Ardashir Mohammadzadeh, Hamid Taghavifar · 2025 · ISA Transactions
24. Multi-layer image encryption framework using a chaotic system with a dynamic starting point
    Yavar Mousavi, Ali Shokri, Yavar Khedmati · 2025 · Digital Signal Processing
25. Style transfer image steganography based on GANs with frequency domain attention and autoencoder networks
    Yuling Luo, Zhaohui Chen, Baoshan Lu · 2025 · Applied Soft Computing
26. Chosen-plaintext attacks on image ciphers based on nonlinear dynamical systems
    Mohammad Mazyad Hazzazi, Dawood Shah, Mansoor Alghamdi, Ibrahim S. Alkhazi, Naveed Riaz · 2026 · Array
27. Gift box ribbon-inspired multi-image and audio integrated encryption algorithm based on a hyperchaotic memristive map
    Chenglong Liu, Xianying Xu, Jun Mou, Suo Gao, Yinghong Cao · 2026 · The European Physical Journal Plus
28. A novel 1D powered Chebyshev quadratic map-based image encryption using dynamic permutation-diffusion
    Boukansous Sarra, Hao Sun, Mohit Dua · 2026 · Scientific Reports
29. Gain-tunable cross-coupled n-dimensional sinusoidal discrete hyperchaotic system and its application to image encryption
    Jinlin Yang, Yuming Feng · 2026 · Chaos Solitons & Fractals
30. Autonomous Key Generation and Management using HKDF-SHA256 for Secure DNA-based Image Cryptography
    Bagus Satrio Waluyo Poetro, Kusworo Adi, Aris Puji Widodo · 2025 · International Conference on Computer System, Information Technology, and Electrical Engineering (COSITE)
31. A Novel Image Encryption Scheme Based on Two-Dimensional Chaotic Map Constructed from Ackley Function and DNA Operations
    Chao Jiang, Xiong Zhang, Xiaoqin Zhang · 2026 · Entropy
32. Towards accelerated chaos-based encryption in embedded systems: Methodological perspectives for speed optimization in constrained hardware architectures
    Wulfran Fendzi Mbasso, Idriss Dagal, Ambe Harrison · 2026 · Computer Standards & Interfaces
33. Image encryption based on a Gaussian memristive chaotic system with grid multi-scroll attractors
    Qiya Guo, Weigang Sun, Yanbin Zhang · 2026 · The European Physical Journal Plus
34. Hyperchaotic fractional-order image encryption with Knight’s tour scrambling for satellite imagery
    Mamdouh, Eyad, Aboshousha, Amr, Alexan, Wassim · 2026 · Scientific Reports
35. A Novel Medical Image Encryption Algorithm Based on High-Dimensional Memristor Chaotic System with Extended Josephus-RNA Hybrid Mechanism
    Yixiao Wang, Yutong Li, Zhenghong Yu, Tianxian Zhang, Xiangliang Xu · 2025 · Symmetry
36. A chaotic thumbnail-preserving encryption scheme with optimal block size
    Gengsheng Deng, Weijie Xu, Bingxue Jin · 2025 · Journal of King Saud University - Computer and Information Sciences
37. Two-Layer Security for Image Encryption: A Switched System Approach
    Uyen L. P. Nguyen, Long Tonthat, Phuoc Vo Tan · 2025 · IEEE Access
38. Research on Industrial IoT Data Storage and Access Security Countermeasures Based on Solana Blockchain and IPFS Technology
    Jiaxin Lai, Weixiong Zha · 2024 · International Conference on Intelligent Computing and Next Generation Networks (ICNGN)
39. Real-time image encryption algorithm based on a 1D cascaded chaotic map and finite field diffusion
    Wang, Quanyv, Yang, Yalong, Zhang, Xiaoqiang · 2025 · Journal of Electronic Imaging
40. Machine learning predictions from unpredictable chaos
    Jian Jiang, Long Chen, Lu Ke, Bozheng Dou, Yueying Zhu, Ya-Zhou Shi, Huahai Qiu, Bengong Zhang, Tianshou Zhou, Guo-Wei Wei · 2025 · Journal of The Royal Society Interface
41. Design of dynamics analysis of some one-dimensional discrete chaotic systems
    Xu Jia, Hongyan Zang, Xinyuan Wei · 2025 · Journal of Applied Mathematics and Computing
42. Hardware implementation of a novel chaos-based cryptosystem for secure image transmission
    Rim Amdouni, Mahdi Madani, Mohamed Ali Hajjaji · 2025 · Integration
43. On Variable-Order Fractional Discrete Macroeconomic Model: Stability, Chaos, and Complexity
    Ali Aloui, Louiza Diabi, Omar Kahouli · 2025 · Fractal and Fractional
44. Knit scrambling: A novel image scrambling framework and its demonstration in image encryption
    Muhammed Saadetdin KAYA, Kenan İNCE · 2025 · Journal of Information Security and Applications
45. A hybrid encryption model for medical image security in IoT healthcare
    Shahnwaz Afzal, Mohammad Ubaidullah Bokhari, Imran Khan · 2025 · Discover Computing
46. Secure and Reversible Thumbnail-Preserving Encryption for Point Clouds via Spatial Subdivision and Chaotic Perturbation
    Tz-Yi You, Yu-Ting Huang, Ting-Yu Hsiao · 2025 · Mathematics
47. Three-Dimensional Discrete Heterogeneous-Neuron HNN and Hardware Image Encryption
    Yi Yuan, Dengwei Yan, Zhengran Cao · 2026 · Nonlinear Dynamics
48. Image Encryption with Cellular Automata: A Comprehensive Review
    Biswarup Yogi · 2026 · Archives of Computational Methods in Engineering
49. ThetaFusion+: a chaotic-DNA-based novel image encryption framework for secure satellite image transmission
    Mohit Dua, Khushi Goyal, Shelza Dua, Nidhi Chakravarty · 2026 · Advances in Space Research
50. Petri net-driven expanding tent-sine chaotic keystream generator with adaptive token flow for image encryption
    A. Mahadeer, R. Arulprakasam · 2026 · Information Sciences
51. A synergistic pseudo-random number generator based on training-free multi-scale autoregressive Transformer and 3D-Lü chaos with application to image encryption
    Yi Yang, Zhenglong Ding, Feng Jiang · 2026 · Physica A Statistical Mechanics and its Applications
52. Adaptive image encryption scheme via 6D memristive conservative hyperchaos and ISO scrambling
    Shuhan Kong, Jingru Sun · 2026 · Nonlinear Dynamics
53. Design and FPGA Implementation of the Henon Chaotic Map for Image Encryption
    Eyad Taqieddin, Dheya Mustafa, Ahmed S. Shatnawi, Osama D. Al-Khaleel, C. Papachristou · 2023 · International Conference on Information and Communication Systems (ICICS)
54. Enhancing Image Security with Rossler Attractor-Based Encryption
    Hazem Mohammad Al-Najjar, Nadia Al‐Rousan · 2024 · International Conference on Cyber Resilience (ICCR)
55. Design of reconfigurable logic computing circuit for chaotic system
    Shanying Qing, Zeyu Ruan, Ben Ma, Shukai Duan, Lidan Wang · 2024 · Physica Scripta
56. Image Encryption Using Neural Network Based Chaotic Systems
    A Sanath Hoysala, Aneesh CD, Ananya Venkatesh · 2024 · International Conference on Communication, Control and Intelligent Systems (CCIS)
57. IDCE: Integrated Data Compression and Encryption for Enhanced Security and Efficiency
    Muhammad Usama, Arshad Aziz, Suliman A. Alsuhibany, Imtiaz Hassan, Farrukh Yuldashev · 2025 · Computer Modeling in Engineering & Sciences
58. Lower-Complexity Multi-Layered Security Partitioning Algorithm Based on Chaos Mapping-DWT Transform for WA/SNs
    Tarek Srour, Mohsen A. M. El‐Bendary, Mostafa A. R. Eltokhy · 2025 · Journal of Sensor and Actuator Networks
59. Implementing Artificial Intelligence in Chaos-Based Image Encryption Algorithms
    Hristina Stoycheva, Stanimir Sadinov, Krasen Kirov Angelov, Panagiotis Gregorios Kogias, Michalis Malamatoudis · 2025 · International Conference on Electronics, Engineering Physics and Earth Science (EEPES)
60. Secure Chaotic Cryptosystem for 3D Medical Images
    Antonios S. Andreatos, Apostolos P. Leros · 2025 · Mathematics
61. Efficient Parameter Search for Chaotic Dynamical Systems Using Lyapunov-Based Reinforcement Learning
    G. Steve Huang · 2025 · Symmetry
62. Synchronization of Boolean networks with chaos‐driving and its application in image cryptosystem
    Pengfei Yan, Hao Zhang, Chuan Zhang · 2023 · IET Image Processing
63. A Deep Dive into Chaos-Based Image Encryption - Reviewing, Implementing, and Addressing Challenges
    Noor M. Hussein, Nadia M. Mohammed · 2023 · International Research Journal of Innovations in Engineering and Technology
64. A New Data Coding Algorithm for Secure Communication of Image
    Hidayet Oğraş · 2024 · Chaos Theory and Applications
65. Image Cryptography Based on Chebyshev Polynomials and Transposition- Substitution Transformations
    Donia Fadil Chalob, Russul Hussein Hasan, Zainab Mohammed Essa · 2024 · International Journal of Scientific Research in Science Engineering and Technology
66. Crypt-IMG: Grayscale Medical Image Encryption Using DNA Encoding and 2D Baker Mapping
    Archana Kotangale, Kadambari Deherkar, Kunal Saini · 2024 · Lecture notes in electrical engineering
67. Classification of Hepatic Nodules Using an Improved WOA‐SVM Radiomics Model
    H. Sun, Lijia Wang · 2025 · International Journal of Imaging Systems and Technology
68. Circuit Design and Implementation of a Time-Varying Fractional-Order Chaotic System
    Burak Arıcıoğlu · 2025 · Axioms
69. Image Encryption Using DNA Encoding, Snake Permutation and Chaotic Substitution Techniques
    Waleed Ahmed Farooqui, Jawad Elsayed Ahmad, Nadeem Ishaq Kureshi · 2024 · International Multi-Topic Conference
70. Performance Evaluation of Hybrid Chaotic and Permutation Schemes for Image Transmission Based MC-CDMA
    Zainab N. Abdulhameed, Haraa Raheem Hatem, Wurod Qasim Mohamed · 2025 · International Journal of Electrical and Electronics Research
71. Proposal Medical Image Protection System Based on Hybrid CNN-Transformer Model and Chaotic Maps
    Rasha Subhi Ali, Rajaa K. Hasoun, Ayad H. Al-Adhami, Sanaa Ali Jabber, Soukaena Hassan Hashem · 2025 · IEEE Access
72. Pre-Processing-Based Walsh Code With Switched System in Secure Image Steganography Enhancement
    Uyen L. P. Nguyen, Long TonThat, Vu Dai Tran · 2025 · IEEE Access
73. HyCrySteg-BFO: Crypto-Steganography Hybrid Model Leveraging modified UNet Architecture and Bacterial Foraging Optimization (BFO)
    Alaa Hussien, Sahar Magdy, Sherin Moustafa Youssef · 2025 · International Conference on Machine Intelligence and Smart Innovation (ICMISI)
74. Selective encryption framework of sensitive remote sensing images enabled by semantic-aware classification for resource-constrained onboard satellite systems
    Salah-Eddine Tbahriti, Nabil Boughanmi · 2025 · Advances in Space Research
75. The Sprott K chaotic oscillator for image encryption
    Xiaohong Gao, Yanzhang Wang · 2025 · Indian Journal of Physics
76. Analyzing security of small-state cipher ATOM for bitstream and image encryption
    Yash Makwana, Anupama Panigrahi, Saibal Kumar Pal · 2025 · Journal of Cyber Security Technology
77. A novel image encryption framework using Wireworld cellular automaton and hybrid chaotic maps for enhanced security
    Bayan Ibrahimm Alabdullah, Hadeel Alsolai, Fatimah Alhayan, Atif Ikram, Abrar Almjally, Mohammad Shehab, Marwan Ali Albahar · 2025 · PLoS ONE
78. A CMOS circuit for ultra high frequency chaos generation utilizing a Clapp oscillator with dual memristors
    Zhi-Kui Duan, Dayi Yang, Shao-Bo He, Xin-Mei Yu, Zhuo-Rui Tang, Qingyu Wu · 2026 · Integr.
79. Audio Signal Encryption Using Memristor-Based Hyperchaotic Dynamics and Statistical Randomness Validation
    Cagri CANDAN, Muhammet Emin Şahin · 2025 · Journal of Computational and Nonlinear Dynamics
80. Recent Advances in Nonlinear Dynamics Applied in Electromechanical Systems
    Yeyin Xu, Yinghou Jiao, Zhaobo Chen · 2025 · Applied Sciences
81. Variable interval impulsive control for synchronisation in reaction-diffusion complex networks and its application to image encryption
    Meilin Chen, Xuyang Lou · 2025 · International Journal of Systems Science
82. Super Encryption Standard (SES): A Key-Dependent Block Cipher for Image Encryption
    Mohammed Abbas Fadhil Al-Husainy, Bassam Al-Shargabi, Omar Sabri · 2025 · Information
83. Advanced Image Cube Encryption Using Hyperchaotic Systems and Mathematical Constructs
    Eyad Mamdouh, Mohamed Gabr, Marvy Badr Monir Mansour · 2025 · Lecture notes in networks and systems
84. Research on the Stability Model in Discrete Dynamical Systems with the Lorenz Attractor and the Kropotov–Pakhomov Neural Network
    Ekaterina Gospodinova · 2025 · Entropy
85. Out-of-Time-Order Correlators as Indicators of Entropy in the Quantum Kicked Rotor
    Taukhid Wisnu Broto, Supriadi Rustad, Ahmad Zainul Fanani, Sri Winarno, De Rosal Ignatius Moses Setiadi · 2026 · Computers
86. Robust Parameter Interval Identification for a Logistic-Type Fractional Difference System
    Yiwei Li, Zhihua Allen-Zhao, Wuqing Song · 2026 · Fractal and Fractional
87. An enhanced Lorenz-based chaos cryptographic scheme with modular arithmetic and prime masking
    Umar Muhammad Dauda, Auwal Lawan, Isah Ali Ibrahim · 2026 · Journal of Statistical Sciences and Computational Intelligence
88. A robust hybrid image encryption framework based on transform and spatial domain processing with high-dimensional chaotic maps
    Rafik Hamza · 2026 · Multimedia Tools and Applications
89. Elliptic curve digital signature scheme with enhanced chaotic characteristics using dynamic S-boxes
    Víctor Manuel Silva-García, Diego Armando Martínez-Rodríguez, Rolando Flores-Carapia · 2026 · Results in Engineering
90. Hybrid Vigenere and elliptic curve cryptography technique over the finite field $$\mathbb{F}_{256}$$
    Hamid El Bourakkadi, Hassan Tabti, Abdelhakim Chemlal · 2026 · Scientific Reports
91. Hyperchaos-driven compressive image encryption framework with complete binary tree for enhanced security
    Qiangfei Wang, Zhong Chen, Hongwei Deng, Ming Yao, Jingshi Lei · 2026 · Physica Scripta
92. Adaptive compressed sensing image encryption scheme integrating multi-layer chaos and semi-tensor product
    Maolin Zhang, Mingwen Zheng, Yanping Zhang · 2026 · Nonlinear Dynamics
93. Cybersecurity for sensitive image encryption in untrusted environment based on neural cryptography and deep autoencoders: A systematic review
    Faiez Musa Lahmood Al-Rufaye, Alaa Kadhim Farhan, Nagham Hamid · 2026 · Array
94. A Symmetric XOR-Based Dynamic Multiple Secret Sharing Visual Cryptography Framework
    Sona G, T. Purusothaman · 2026 · Symmetry
95. A scheme employing 1D-ESCM and adaptive DNA dynamic coding for image encryption
    Shu Duan, Mingxu Wang, Chunpeng Wang, Lin Teng, Wenjie Zhou, Yong Mao · 2026 · The European Physical Journal Plus
96. Image encryption using asynchronous non-uniform life-like cellular automata and a fractional-order generalized 3D Hénon map
    A. Kamatchi, R. Arulprakasam, Yilun Shang · 2026 · Chaos Solitons & Fractals
97. ACM and rectangular images: Overlapping partitions, implementation, and periodicity analysis
    Anthony O’Dea · 2024 · PLoS ONE
98. Designing a Digital System for Enhancing, Coloring, Encryption and Decryption of X-ray Medical Image
    Kawther H. Al-khafaji, Hanan Ahmed Sahib · 2024 · International Conference on Information and Communication Systems (ICICS)
99. An efficient confidentiality scheme based on quadratic chaotic map and Fibonacci sequence
    Majid Khan, Hafiz Muhammad Waseem · 2024 · AIMS Mathematics
100. A multidimensional image encryption and decryption technology
     Wentao Kang · 2024 · Journal of the Franklin Institute