A novel intelligent approach for color image privacy preservation

被引:1
|
作者
Soualmi A. [1 ]
Laouamer L. [2 ]
Alti A. [2 ]
机构
[1] University Center Cheikh Amoud Ben Moukhtar, Illizi
[2] Production Management, College of Business and Economics, Qassim University, Buraydah
[3] Faculty of Sciences, Computer Science Department, LRSD, University Ferhat Abbas Sétif 1, Sétif
关键词
Colored image fidelity; Cryptography; Feature preservation; Low time complexity; Robustness; Smart encryption;
D O I
10.1007/s11042-024-19402-6
中图分类号
学科分类号
摘要
Currently, specialists and researchers are focusing their efforts on information security, while frequently exchanged data is increasingly vulnerable to cyberattacks and threats. They use cryptography and watermarking methods to ensure copyright ownership protection, authenticity and integrity by hiding secret data within encrypted images. Most existing watermarking schemes are unable to ensure a good balance between imperceptibility, robustness, time processing, blindness and security. To address these problems, we propose a novel blind watermarking scheme for color images based on chaotic sequence, A-start algorithm and DCT. First, we apply DCT transform on the host image to produce DCT weights. The image block sequences are then slightly updated and scrambled from the obtained DCT weights using A-start algorithm and Arnold chaotic map. Finally, the embedded bits are extracted using the same embedding steps. Optimized image block sequences result in imperceptible, secure and robust watermark bits while reducing processing time. Experimental results show that the proposed approach outperforms other similar works when it comes to imperceptibility exceeding 74 dB and execution time less than 1.5 s for both watermark embedding and extraction. It has exceptional robustness to filtering, rotation and JPEG compression attacks with normalized correlations exceeding 0.8. © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2024.
引用
收藏
页码:79481 / 79502
页数:21
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