An Image Encryption Scheme Based on DNA Computing and Multiple Chaotic Systems
Open accessAbstract
A number of techniques for securing plaintext, images and video frames have been developed in cryptography using jointly DNA computing and Chaos Theory. With the advancement of DNA/quantum computing, the threats of security breaches to information have an increasing possibility. In this paper, we propose a symmetric encryption algorithm for color images by extending the current encryption/decryption techniques. Our encryption algorithm is based on three chaotic systems (PWLCM, Lorenz and 4D Lorenz-type), a Secure Hash Algorithm, a scrambler, a chaotic generator and DNA sequence based Linear Feedback Shift Register. We introduce multilevel security to increase the degree of diffusion and confusion. Through experiments, we present security analysis for key irreproducibility and sensitivity, Gray Level Co-occurrence Matrix based analysis, maximum deviation, irregular deviation, entropy, histogram, variance and correlation, number of pixel change rate, unified average cipher intensity, known/chosen-plaintext attacks, mean absolute error, robustness against noises of various types using PSNR and occlusion attacks. It is demonstrated that mostly our proposed encryption algorithm has enhanced performance as compared to contemporary works in information security, while comparable in other cases.
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Cites
Bassham, L. E., Rukhin, A. L., Soto, J., Nechvatal, J. R., Smid, M. E., Barker, E. B., Leigh, S. D., Levenson, M., Vangel, M., Banks, D. L., et al. (2010) · NIST Special Publication 800-22 Revision 1a · doi:10.6028/nist.sp.800-22r1a · Cited by 3,617 · cited 1× · see citing works
“To evaluate the randomness of fkey, NIST SP800-22 test suite [44], [45], consisting of 15 tests listed in Table 2,”
MethodA color image cryptosystem based on dynamic DNA encryption and chaos
Chai, X., Fu, X., Gan, Z., Lu, Y., & Chen, Y. (2019) · Signal Processing · doi:10.1016/j.sigpro.2018.09.029 · Cited by 573 · see citing works
Depreciating motivation and empirical security analysis of chaos-based image and video encryption
Preishuber, M., Hutter, T., Katzenbeisser, S., & Uhl, A. (2018) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2018.2812080 · Cited by 256 · see citing works
When an attacker meets a cipher-image in 2018: A year in review
Li, C., Zhang, Y., & Xie, E. Y. (2019) · Journal of Information Security and Applications · doi:10.1016/j.jisa.2019.102361 · Cited by 217 · cited 1× · see citing works
“Motivated by image encryption schemes and cryptanalysis [19], we contribute by designing and proposing a symmet-”
MethodCheng, G., Wang, C., & Chen, H. (2019) · International Journal of Bifurcation and Chaos · doi:10.1142/s0218127419501153 · Cited by 127 · see citing works
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A Lightweight Image Encryption Algorithm Based on Chaotic Map and Random Substitution
Alghamdi, Y., Munir, A., & Ahmad, J. (2022) · Entropy · doi:10.3390/e24101344 · Cited by 97 · see citing works
- Authors
- Samiullah, M., Aslam, W., Nazir, H., Lali, M. I., Shahzad, B., Mufti, M. R., & Afzal, H.
- Affiliations
- Islamia University of Bahawalpur (PK)
- National University of Modern Languages (PK)
- COMSATS University Islamabad (PK)
- Bahauddin Zakariya University (PK)
- ORCID
- Venue
- IEEE Access
- Published
- 2020
- Volume
- 8
- Pages
- 25650-25663
- ISSN
- 2169-3536 (ISSN-L)
- OpenAlex
- W3003971281
- Cited by
- 81
- References
- 5
- Citations by year
- 2026: 9 · 2025: 15 · 2024: 13 · 2023: 17 · 2022: 14 · 2021: 9 · 2020: 4
- FWCI
- 4.28
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- IEEE Access (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Chaos-based Image/Signal Encryption
- Physical Sciences › Computer Science › Artificial Intelligence › Computer Science and Engineering
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Advanced Steganography and Watermarking Techniques
- Keywords
- image encryption, DNA computing, chaotic systems, color image encryption, symmetric encryption, linear feedback shift registers, Lorenz system, secure hash algorithm, scrambling, noise robustness, occlusion attack, known-plaintext attack, chosen-plaintext attack, confusion and diffusion
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