دورية أكاديمية

Lightweight Image Encryption Using a Novel Chaotic Technique for the Safe Internet of Things

التفاصيل البيبلوغرافية
العنوان: Lightweight Image Encryption Using a Novel Chaotic Technique for the Safe Internet of Things
المؤلفون: Ali Mohammad Norouzzadeh Gilmolk, Mohammad Reza Aref
المصدر: International Journal of Computational Intelligence Systems, Vol 17, Iss 1, Pp 1-21 (2024)
بيانات النشر: Springer, 2024.
سنة النشر: 2024
المجموعة: LCC:Electronic computers. Computer science
مصطلحات موضوعية: Lightweight image encryption, Internet of Things, Fuzzy logic, Security, Chaotic mapping, MATLAB, Electronic computers. Computer science, QA75.5-76.95
الوصف: Abstract Recently, the field of lightweight cryptography (LWC) has emerged in response to the security needs of low-cost, widely used technology. It is essential to implement an encryption approach with access control to give less complex, more flexible, and safe access to sensitive data. In this work, a novel lightweight chaotic encryption approach with fuzzy access control is presented to encrypt light images in the IoT domain, while maintaining image quality. With the aid of multiplexer modeling and information shift register technology, the algorithm’s design combines random and chaotic mapping approach based on a specific password key with a predetermined number of fuzzy logic shifts on the password key for the image pixels. Further, to extract the private key with complexity and boost defense against attacks, a shift register and logical xor combination is employed. The simulation of the proposed model for AVR microcontroller has been done under MATLAB software and the design of various encryption components has been used to implement lightweight mapping. The proposed system has been evaluated in terms of histogram analysis, adjacent pixel correlation analysis, contrast analysis, homogeneity analysis, energy analysis, NIST analysis, error mean square analysis, information entropy, pixel number change rate, integrated mean change intensity, peak signal-to-noise ratio, and time complexity. Remarkably, the proposed technique has demonstrated high efficiency. The simulation results show that the homogeneity, energy, contrast, NPCR, and UACI criteria have improved by 11.5%, 13.1%, 19%, 0.53%, and 0.12%, respectively, compared to other methods in other articles.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 1875-6883
Relation: https://doaj.org/toc/1875-6883
DOI: 10.1007/s44196-024-00535-3
URL الوصول: https://doaj.org/article/85688e7f4ce14b33985fb5c6a8561025
رقم الأكسشن: edsdoj.85688e7f4ce14b33985fb5c6a8561025
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:18756883
DOI:10.1007/s44196-024-00535-3