A Hardware-Accelerated Approach to Chaotic Image Encryption: LTB Map and FPGA Implementation

被引:1
|
作者
Yamni, Mohamed [1 ]
Daoui, Achraf [2 ]
Plawiak, Pawel [3 ,4 ]
Alfarraj, Osama [5 ]
Abd El-Latif, Ahmed A. [6 ,7 ]
机构
[1] Univ Sidi Mohamed Ben Abdellah, Dhar El Mahrez Fac Sci, Fes 30003, Morocco
[2] Univ Sidi Mohamed Ben Abdellah, Natl Sch Appl Sci, Fes 30003, Morocco
[3] Cracow Univ Technol, Fac Comp Sci & Telecommun, Dept Comp Sci, PL-31155 Krakow, Poland
[4] Polish Acad Sci, Inst Theoret & Appl Informat, PL-44100 Gliwice, Poland
[5] King Saud Univ, Community Coll, Comp Sci Dept, Riyadh 11437, Saudi Arabia
[6] Jadara Univ Res Ctr, Jadara Univ, Irbid, Jordan
[7] Menoufia Univ, Fac Sci, Dept Math & Comp Sci, Shibin Al Kawm 32511, Egypt
来源
IEEE ACCESS | 2024年 / 12卷
关键词
Encryption; Field programmable gate arrays; Logistics; Hardware; Chaotic communication; Security; Three-dimensional displays; Image processing; FPGA implementation; chaotic maps; LTB map; high-speed image encryption; ALGORITHM;
D O I
10.1109/ACCESS.2024.3432008
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The need for high-speed and secure image encryption has become increasingly critical in the digital age, driven by the rapid growth of digital data, the rapid advancement of internet technologies, and the limitations of traditional encryption algorithms. This paper addresses this need by proposing a novel high-speed and secure image encryption that leverages the flexibility and parallelism of Field-Programmable Gate Arrays (FPGAs). Firstly, we present the LTB map, an enhanced chaotic map that synergistically combines three distinct 1D chaotic maps (the Logistic, Tent, and Bernoulli shift maps) into a single framework. The resulting LTB map exhibits an expanded key space and a heightened level of complexity and unpredictability compared to its constituent maps operating independently. Furthermore, the LTB map adopts a 32-bit fixed-point representation and involves simple operations like addition, subtraction, and multiplication, resulting in a resource-efficient implementation on FPGA platform. Additionally, we propose a new image encryption algorithm based on the LTB map. The LTB map plays a pivotal role in scrambling pixel values and positions during the confusion and diffusion operations, thereby ensuring robust security. By leveraging the inherent parallelism of the LTB map and parallelizing encryption operations, coupled with efficient hardware implementation on FPGAs, our encryption method achieves high-speed performance while maintaining strong security properties.
引用
收藏
页码:103921 / 103940
页数:20
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