使用DNA序列和图像的双层稳定图技术
Asia Othman Aljahdali1, Omnia Abdullah Al-Harbi2
1Cybersecurity Department, College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia.
PeerJ. Computer science
|June 22, 2023
概括
这项研究引入了一种新的多层级稳定图技术,它结合了DNA序列和图像嵌入. 该方法增强了数据安全性,并证明了对常见攻击的稳定性,特别是在PNG和BMP图像格式.
科学领域:
- 信息安全 信息安全
- 数据通信数据通信
- 密码学 密码学 密码学 密码学
背景情况:
- 由于技术进步,信息安全面临越来越多的挑战.
- 在开放网络上交换私人信息会增加网络攻击的风险.
- 隐藏法提供了一种隐藏数据在覆盖对象中的方法,增强了保密性.
研究的目的:
- 开发一个强大的多层级隐形图技术,以提高数据安全性.
- 将DNA序列和图像隐形图形结合起来,形成一个双层安全系统.
- 创建一种能够抵御各种信息安全攻击的方法.
主要方法:
- 通过使用DNA序列和数字图像实现了多层稳定图机制.
- 通过替代算法将秘密信息嵌入到DNA序列中.
- 利用离散等号变换 (DCT) 将修改的DNA数据嵌入到图像中.
主要成果:
- 拟议的技术被证明可以抵抗直方图和千平方攻击.
- 原始和stego图像之间的几乎相同的直方图形 (最大平均值为0.05) 表明高无感知度.
- 在PNG和BMP图像中观察到出色的无感知度比,具有高PSNR和低MSE值.
结论:
- 开发的多层级隐形图谱技术有效地提高了数据的保密性和安全性.
- DNA和图像隐形图像的结合提供了对攻击的强有力的防御.
- 这种方法对于像PNG和BMP这样的无损图像格式特别有效,尽管JPG显示了局限性.
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