一个压缩图像加密算法,利用优化的3D混乱地图来实现安全的图像通信
Akshat Tiwari1, Prachi Diwan2, Tarun Dhar Diwan3
1Department of Computer Science, Kalinga University, Raipur, India. drakshatt@gmail.com.
Scientific reports
|April 24, 2025
概括
本研究介绍了OptiSecure-3D,这是一种使用优化的3D混乱地图进行图像加密的新方法. 它增强了针对未经授权的访问和数据改的多媒体安全性,提高了通信可靠性.
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
- 信息安全 信息安全
背景情况:
- 敏感的多媒体信息的数字传输面临未经授权访问和数据改的风险.
- 现有的加密方法需要改进,以有效应对现代安全威胁.
研究的目的:
- 介绍一个基于参数的优化3D混沌地图技术,用于强大的和安全的图像加密.
- 提高多媒体通信系统的安全性和可靠性.
主要方法:
- OptiSecure-3D算法集成了一个堆叠的自动编码器 (SAE),优化的混乱映射和一个加密/解密模块.
- 使用随机性测试,像素相邻相关性和差异分析进行评估.
主要成果:
- 达到高的平均 (大约. 7.9),即平均像素变化速率 (NPCR) 的数量 (大约) 99.8),以及统一的平均变化强度 (UACI) (约. 33.46) 的情况.
- 与最先进的模型相比,在噪音攻击下证明了更好的加密分析结果.
结论:
- OptiSecure-3D算法提供了一种有效的解决方案,用于保护数字图像传输.
- 这一进步显著提高了多媒体通信系统在满足数据安全要求方面的可靠性.
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