使用6D超混沌系统和视觉转换器自编码器的图像加密
Alenrex Maity1, Yen-Lin Chen2, Wassim Alexan3
1Department of Information Technology, Jadavpur University, Kolkata, India.
Scientific reports
|January 14, 2026
概括
本研究介绍了一种快速的彩色图像加密方法,使用自动编码器进行压缩,并使用6D超混乱系统进行安全. 这项技术提供了针对粗暴武力攻击的增强保护,并优于现有的方法.
科学领域:
- 计算机科学 计算机科学
- 密码学 密码学 密码学 密码学
- 图像处理 图像处理
背景情况:
- 传统的图像加密方法在平衡速度和安全性方面面临挑战.
- 对数字图像的强大和高效的加密技术的需求正在增长.
研究的目的:
- 提出一种新,快速,安全的彩色图像加密方法.
- 为了提高图像安全性,使用自动编码器压缩和6D超混乱系统的组合.
主要方法:
- 使用视觉变压器自动编码器进行图像压缩.
- 使用原始图像的哈希值初始化一个6D超混沌系统.
- 使用混乱序列和Trifid Cipher转换进行编码和扩散.
主要成果:
- 获得了高的平均 (7.9986) 和接近零的相关系数 (≈0.00004).
- 与NPCR (99.6110%) 和UACI (33.4637%) 显示出强烈的关键敏感性.
- 大的钥匙空间确保了对野蛮武力攻击的抵抗力.
结论:
- 拟议的方法在速度和安全方面比最先进的技术提供了显著的改进.
- 自动编码器和超混沌系统的集成为图像加密提供了一个强大的框架.
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