A secure medical image encryption algorithm for IoMT using a Quadratic-Sine chaotic map and pseudo-parallel confusion-diffusion mechanism

被引:0
|
作者
Mansouri, Ali [1 ,4 ,5 ]
Sun, Pin [2 ]
Lv, Chengzhi [3 ]
Zhu, Yinghua [3 ]
Zhao, Xudong [4 ]
Ge, Hongwei [5 ]
Sun, Changkai [3 ,4 ,5 ]
机构
[1] Dalian Univ Technol, Sch Control Sci & Engn, Dalian 116023, Peoples R China
[2] Shanghai Jiao Tong Univ, Shanghai Peoples Hosp 9, Discipline Planning Dept, Sch Med, Shanghai 200011, Peoples R China
[3] Dalian Dermatosis Hosp, Res Ctr, Dalian 116021, Peoples R China
[4] Dalian Univ Technol, Minist Educ, Key Lab Intelligent Control & Optimizat Ind Equipm, Dalian 116023, Peoples R China
[5] Dalian Univ Technol, Coll Comp Sci & Technol, Dalian 116023, Peoples R China
基金
中国国家自然科学基金;
关键词
Image encryption; 1D Chaotic Map; IoMT networks; Pseudo-parallel encryption; ENTROPY;
D O I
10.1016/j.eswa.2025.126521
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Medical image transmissions within the Internet of Medical Things (IoMT) present critical security and privacy challenges, necessitating efficient and robust encryption solutions. This paper introduces a novel 1D Quadratic- Sine (1DQS) chaotic map, designed to achieve a balance between rapid implementation and enhanced chaotic properties, and its application in a medical image encryption scheme (1DQS-IE). The proposed scheme dynamically updates the secret key using plain image data to reduce predictability and employs a block- based pseudo-parallel confusion and diffusion algorithm for fast execution. Simulation results confirm the 1DQS-IE's capability to generate random-like encrypted images with uniform pixel distributions in real-time. Security and comparative analyses highlight its effectiveness in breaking pixel redundancy, ensuring high randomness, supporting large, sensitive secret keys, recovering damaged images, and defending against brute- force, statistical, and differential attacks. These findings validate the 1DQS-IE's suitability for secure IoMT applications.
引用
收藏
页数:16
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