Remote Sensing Image Encryption Algorithm Based on Chaotic System and DNA Sequence

被引:0
|
作者
Peng, Jun [1 ,2 ,3 ]
Luo, Yiyi [3 ]
Jin, Shangzhu [3 ,4 ]
Mou, Biao [3 ]
Li, Chenxi [3 ]
Chen, Wei [3 ]
机构
[1] Chongqing Univ Sci & Technol, Coll Math Phys & Data Sci, Chongqing 401331, Peoples R China
[2] CQUST, Res Inst Intelligent Math & Autonomous AI RI IM A, Chongqing 401331, Peoples R China
[3] Chongqing Univ Sci & Technol, Coll Intelligent Technol & Engn, Chongqing 401331, Peoples R China
[4] Chongqing Univ Sci & Technol, Informatizat Off, Chongqing 401331, Peoples R China
关键词
Image remote sensing images; image encryption; Chen system; DNA sequence;
D O I
10.1109/ICIEA61579.2024.10665040
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Currently, the security of satellite remote sensing images is a research hotspot of information security, most of the image encryption algorithms are the whole image for encryption, but only a part of the data in a picture may be important, and encrypting the whole image is not only high complexity but also low efficiency. herefore, this paper proposes a selective encryption algorithm based on chaotic systems and DNA sequences, which encrypts only the important regions of an image. In this paper, we first use the improved deep learning target detection algorithm YOLOV8 to identify the region to be encrypted, and then design an encryption method for the region of interest (ROI) of remote sensing images by combining DNA coding, Logistic mapping and Chen system, and analyze the security. The results show that the algorithm has good encryption characteristics and strong anti-attack ability, and can be used for target detection image encryption.
引用
收藏
页数:5
相关论文
共 50 条
  • [41] Analysis and improvement of a novel image fusion encryption algorithm based on DNA sequence operation and hyper-chaotic system
    Ozkaynak, Fatih
    Yavuz, Sirma
    NONLINEAR DYNAMICS, 2014, 78 (02) : 1311 - 1320
  • [42] Analysis and improvement of a novel image fusion encryption algorithm based on DNA sequence operation and hyper-chaotic system
    Fatih Özkaynak
    Sirma Yavuz
    Nonlinear Dynamics, 2014, 78 : 1311 - 1320
  • [43] A Plain-Image-Related Chaotic Image Encryption Algorithm Based on DNA Sequence Operation and Discrete Logarithm
    Feng, Wei
    He, Yigang
    Li, Hongmin
    Li, Chunlai
    IEEE ACCESS, 2019, 7 : 181589 - 181609
  • [44] Color image encryption algorithm based on novel dynamic DNA encoding and chaotic system
    Mou, Dingkang
    Dong, Yumin
    PHYSICA SCRIPTA, 2024, 99 (06)
  • [45] A Novel Block Image Encryption Algorithm Based on DNA Dynamic Encoding and Chaotic System
    Li, Xue
    Li, Xiaohui
    2019 IEEE 4TH INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING (ICSIP 2019), 2019, : 901 - 906
  • [46] Image encryption algorithm based on hyperchaotic system and a new DNA sequence operation
    Yu, Jinwei
    Xie, Wei
    Zhong, Zhenyu
    Wang, Huan
    CHAOS SOLITONS & FRACTALS, 2022, 162
  • [47] Research on Image Encryption System Based on Chaotic Discrete Sequence
    Chen N.
    He X.
    Gui W.
    Yang C.
    2017, Shanghai Jiaotong University (51): : 1273 - 1280
  • [48] Medical image encryption algorithm based on hyper-chaotic system and DNA coding
    Li, Mingzhen
    Pan, Shuaihao
    Meng, Weiming
    Wang Guoyong
    Ji, Zhihang
    Wang, Lin
    COGNITIVE COMPUTATION AND SYSTEMS, 2022, 4 (04) : 378 - 390
  • [49] Design of a symmetric image encryption algorithm based on complex chaotic sequence
    Guo, Jindi
    Zhou, Yanzhou
    Wuhan Daxue Xuebao (Xinxi Kexue Ban)/ Geomatics and Information Science of Wuhan University, 2008, 33 (10): : 1084 - 1087
  • [50] An Image Encryption Algorithm Based on Compressive Sensing and M Sequence
    Dou, Yuqiang
    Li, Ming
    IEEE ACCESS, 2020, 8 : 220646 - 220657