Image Encryption Based on High-Dimensional Manifold Computing and Block Dividing Algorithm by Meng Jia

“…The encryption efficiency is enhanced by choosing the sensitive flows of the high-dimension system. The analysis proved that the novel image encryption scheme can resist all common kinds of attacks.…”
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Securing face images in UAV networks using chaos and DNA cryptography approach by Saba Inam, Shamsa Kanwal, Eaman Amin, Omar Cheikhrouhou, Monia Hamdi

“…Experimental outcomes and security analysis confirm that this face encryption scheme provides robust security and high efficiency, as evidenced by key performance metrics specifically an information entropy value of 7.9992, MSE of 8908.61, PSNR of 8.9619, SSIM of 0.00091, NPCR of 99.7163%, UACI of 33.5671%, demonstrating the robustness of our encryption algorithm against differential attacks, and a key space of $$\:\:{2}^{1024}$$ , ensuring resistance against brute-force attacks. …”
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An Image Encryption Algorithm Based on Hyperchaotic System and Variable-Step Josephus Problem by Xuncai Zhang, Lingfei Wang, Yanfeng Wang, Ying Niu, Yinhua Li

“…The experimental results show that image encryption algorithm proposed in this paper has plaintext sensitivity and can resist the common attacks.…”
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Square-Based Division Scheme for Image Encryption Using Generalized Fibonacci Matrices by Panagiotis Oikonomou, George K. Kranas, Maria Sapounaki, Georgios Spathoulas, Aikaterini Aretaki, Athanasios Kakarountas, Maria Adam

“…Experimental results on widely-used benchmark images and a comparative analysis against State-of-the-Art encryption algorithms demonstrate that SBD-Fibonacci achieves high entropy, strong resistance to differential and statistical attacks, and efficient runtime performance—even for large images.…”
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Zero Watermarking Algorithm for Hyperspectral Remote Sensing Images Considering Spectral and Spatial Features by Bingbing Yang, Haowen Yan, Liming Zhang, Qingbo Yan, Zhaoyang Hou, Xiaolong Wang, Xinyu Xu

“…First, principal component analysis is applied to reduce the dimensionality of the hyperspectral image, and the leading principal component is used for K-means clustering. …”
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The Evaluation of LSB Steganography on Image File Using 3DES and MD5 Key by Ilham Firman Ashari, Eko Dwi Nugroho, Dodi Devrian Andrianto, M. Asyroful Nur Maulana Yusuf, Makruf Alkarkhi

“…Based on the results of program analysis and testing, it can be concluded that the more messages that are inserted in the image, the more pixel differences there are in the stego image. …”
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Influence of Flow Field on the Imaging Quality of Star Sensors for Hypersonic Vehicles in near Space by Siyao Wu, Ting Sun, Fei Xing, Haonan Liu, Kang Yang, Jiahui Song, Shijie Yu, Lianqing Zhu

“…A comparative analysis of the imaging quality results from the two methods reveals their respective strengths and limitations. …”
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Characterizing anterior and posterior circulation strokes using high-resolution magnetic resonance imaging by Hongshan Chu, Shibo Dong, Yuan Zhang, Hongyu Hao, Ruisheng Duan, Xing Xing, Nan Yin, Jin An, Ya Gao, Xiangjian Xiao

“…Background and Purpose: High-resolution magnetic resonance imaging (HR-MRI) is increasingly used to assess intracranial atherosclerosis (ICAS). …”
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A secure medical image encryption technique based on DNA cryptography with elliptic curves by V. N. Senthil Kumaran, T. Manikandan, Rajesh Kumar Dhanaraj, Taher Al-Shehari, Nasser A. Alsadhan, Shitharth Selvarajan

“…With progress in imaging technologies and biomedical processing algorithms, the amount of image data increases rapidly. …”
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Hyperchaotic System-Based PRNG and S-Box Design for a Novel Secure Image Encryption by Erman Özpolat, Vedat Çelik, Arif Gülten

“…Security evaluations, including histogram analysis, entropy measurement, correlation analysis, and resistance to differential and noise attacks, were conducted. …”
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Enhanced Image Security through 4D Hyperchaotic System and Hybrid Key Techniques by Muhammad Naufal Erza Farandi, Sri Winarno, Zahrah Asri Nur Fauzyah

“…The findings reveal that the method effectively breaks pixel correlation, rendering the encrypted image unrecognizable. Histogram analysis confirms a uniform pixel distribution, while robustness tests show the system can maintain image quality despite manipulations or attacks. …”
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An enhanced image protection framework: polynomial-based secret sharing meets information hiding by Xiaopeng Li, Zhengxin Fu, Yuan Gao, Bin Yu

“…Abstract The security of modern communication requires not only the confidentiality of communication content but also the concealment of communication behavior. Secret image sharing has emerged as a prominent research topic in recent years, aiming to transfer meaningful shares while ensuring that covert communication activities remain hidden from potential attackers' monitoring and analysis. …”
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A combinatory approach of non-chain ring and henon map for image encryption application by Salman Mohi Ud Din, Tariq Shah, Fahad Alblehai, Sameer Nooh, Sajjad Shaukat Jamal

“…This algebraic approach utilizes a robust and state-of-the-art image encryption system that is highly effective against potential attackers.…”
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A New Three Dimensional Chaotic Dynamical System and Digital Image Encryption Method by SUN Guang-ming, HUANG Jin-jie, ZHANG Yu

“…Based on the chaotic system, the establishment of a new digital image encryption method, and the simulation analysis, experimental results show that the image encryption using the method has good ability to resist various attacks for the cipher text …”
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Fast and Robust Image Encryption Scheme Based on Quantum Logistic Map and Hyperchaotic System by Nehal Abd El-Salam Mohamed, Aliaa Youssif, Hala Abdel-Galil El-Sayed

“…Because of the dependence on the plain image, the algorithm can frustrate the chosen-plaintext and known-plaintext attacks. …”
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Application of LSB Steganography for Encrypted Data Using Triple Transposition Vigenere on Digital Images by Eko Aribowo, Windy Sayyida Amalya, Nur Rochmah Dyah Puji Astuti

“…Steganography, particularly the Least Significant Bit (LSB) technique, is widely adopted due to its simplicity and minimal impact on digital image quality. Nevertheless, it is prone to detection through steganalysis attacks. …”
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A two-stage HDR reconstruction pipeline for extreme dark-light RGGB images by Yiyao Huang, Xiaobao Zhu, Fenglian Yuan, Jing Shi, U. Kintak, Jingfei Fu, Yiran Peng, Chenheng Deng

“…This study attacks the problem by proposing a novel multi-step process for image enhancement. …”
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Multi-Size Image Encryption Algorithm Based on Fractional-Order Cellular Neural Network by Yinghong Cao, Yan Liu, Kaihua Wang, Xianying Xu, Jinshi Lu

“…Finally, through simulation verification and analysis of relevant test results, It can be proved that the encryption scheme in this paper can resist various external attacks.…”
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A robust approach to satellite image encryption using chaotic map and circulant matrices by Shamsa Kanwal, Saba Inam, Asghar Ali Shah, Halima Iqbal, Anas Bilal, Muhammad Usman Hashmi, Raheem Sarwar

“…Comprehensive testing against various attacks including correlation, histogram, chi‐square, NPCR, PSNR, UACI, SSIM, key space and key sensitivity analysis confirms the scheme's robustness, efficiency and speed. …”
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Driver Drowsiness Detection Using Swin Transformer and Diffusion Models for Robust Image Denoising by Samy Abd El-Nabi, Ahmed F. Ibrahim, El-Sayed M. El-Rabaie, Osama F. Hassan, Naglaa F. Soliman, Khalil F. Ramadan, Walid El-Shafai

“…This study presents a robust and scalable driver drowsiness detection framework that integrates a Swin Transformer-based deep learning model with a diffusion model for image denoising. While conventional convolutional neural networks (CNNs) are effective in standard vision tasks, they often suffer performance degradation in real-world driving scenarios due to noise, poor lighting, motion blur, and adversarial attacks. …”
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