Research Article
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Year 2025, Volume: 43 Issue: 1, 222 - 233, 28.02.2025

Abstract

References

  • REFERENCES
  • [1] Kumar S, Sharma A, Sharma V. An Image Security Model Based on Chaos andDNA Cryptography for medical Images.IEEE2020;8:172694–172705.
  • [2] Ravichandran P, Praveenkumar, J, Rayappan BB, Amirtharajan R. Chaos-based crossover and mutation for securing dicom image. Comput Biol Med 2016;72:170–184. [CrossRef]
  • [3] Tian Y, Lu Z. Novel permutation-diffusion image encryption algorithm with chaotic dynamic s-box and DNA sequence operation. AIP Adv 2017;7:085008. [CrossRef]
  • [4] Ahmad MA, Bhutto MA. An Image Security Model Based on Chaos and DNA Cryptography for medical Images.IEEE2020;8:131918–131930.
  • [5] Huo D, Zhou DF, Yuan S, Yi S, Zhang L, Zhou X. Image encryption using exclusive-or with DNA complementary rules and double random phase encoding. Phys Lett A2019;383:915–922. [CrossRef]
  • [6] Khade PN, Narnaware M. 3D chaotic functions for image encryption. Int J Comput Sci2012;9:323–328.
  • [7] Pankaj S, Dua M. Chaos based medical ımage encryption techniques: A comprehensive review and analysis. Inform Secur J 2024;33:332–358. [CrossRef]
  • [8] Zhuang Z, Zhuang Z, Wang T.Medical image encryption algorithm based on a new five-dimensional multi-band multi-wing chaotic system and QR decomposition. Sci Rep 2024;14:402. [CrossRef]
  • [9] Zhang LB, Zhu ZL, Yang BQ, Liu WY, Zhu HF, Zou MY. Cryptanalysis and improvement of an efficient and secure medical image protection scheme. Math Problems Eng 2015;2015:1–11. [CrossRef]
  • [10] Ravichandran D, Praveenkumar PJ, Rayappan BB, Amirtharajan R. DNA chaos blend to secure medical privacy. IEEE Trans. Nanobiosci 2017;16:850–858. [CrossRef]
  • [11] Wu TY, Fan X, Wang K-H, Lai C-F, Xiong N, Wu JM. DNA computation-based image encryption scheme for cloud CCTV systems. IEEE 2023;7:181434–181443. [CrossRef]
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  • [14] Fu C, Meng W, Zhan Y, Zhu Z, Lau FCM, Tse CK, et al. An efficient and secure medical image protection scheme based on chaotic maps. Comput Biol Med 2013;43:1000–1010. [CrossRef]
  • [15] Liu J, Ma Y, Li S, Lian J, Zhang X. A new simple chaotic system and its application in medical image encryption. Multimedia Tools Appl 2022;77:22787–22808. [CrossRef]
  • [16] Wang X, Shi Q. New type crisis: Hysteresis and fractal in the coupled logistic map. Chin J Appl Mech 2005;4:501–506.
  • [17] Dagadu JC, Li JP, Aboagye EO. Medical image encryption based on hybrid chaotic dna diffusion. Wireless Pers Commun 2019;108:591–612. [CrossRef]
  • [18] Iqbal N, Hanif M, Ul Rehman Z, Zohaib M. On the novel image encryption based on chaotic system and DNA computing. Multimedia Tools Appl 2022;81:8107–8137. [CrossRef]
  • [19] Lone PN, Singh D, Mir UH. “Image encryption using DNA coding and three-dimensional chaotic systems,” Multimedia Tools Appl 2022;81:5669–5693. [CrossRef]
  • [20] Sheela SJ, Suresh KV, Tandur D. Secured transmission of clinical signals using hyperchaotic DNA confusion and diffusion transform. Int J Digit Crime Forensics 2019;11:43–64. [CrossRef]
  • [21] Chai X, Gan Z, Lu Y, Chen Y, Han D. A novel image encryption algorithm based on the chaotic system and DNA computing. Int J Modern Phys C 2017;28:1750069. [CrossRef]
  • [22] Zhang Q, Liu L, Wei X. Improved algorithm for image encryption based on DNA encoding and multi-chaotic maps. AEU- Int J Electron Commun 2020;68:186–192. [CrossRef]
  • [23] Chai X, Gan Z, Yuan K, Chen Y, Liu X. A novel image encryption scheme based on DNA sequence operations and chaotic systems. Neural Comput Appl 2019;31:219–237. [CrossRef]
  • [24] Zhang M, Peng B, Chen Y. An efficient image encryption scheme for industrial internet-of-things devices,” in Proceeding 2nd International ACM Workshop SecurityPrivacy Internet-of-Things. 2019. p. 38–43. [CrossRef]
  • [25] Khan PW, Byun Y. A blockchain-based secure image encryption scheme for the industrial Internet of Things. Entropy 2023;22:175–200. [CrossRef]
  • [26] Wang GG, Deb S, Coelho LS. Elephant herding optimization. 3rd International Symposium on Computational and Business Intelligence, 2015. [CrossRef]

A secure framework for multimedia transmission in medical images using DNA cryptography

Year 2025, Volume: 43 Issue: 1, 222 - 233, 28.02.2025

Abstract

Images created by smart cameras and sensors are greatly at risk when transmitted over a public network because of the dynamic and open nature of the medical imaging ecosystem. Encryption is an effective method for safeguarding medical digital images. This article discusses a framework for image security that employs DNA cryptography and DNA steganography. The key is Generated using logistics and Lorentz map and uses the Elephant Heard Optimization Algorithm for optimization for the generated key. This key is utilized to do Row and Column rotation using the Rubik’s cube algorithm. We next select the DNA encoding-decoding rule and carry out the DNA XOR operation. Finally, we carry out DNA Steganography using the four-phase method. The proposed scheme’s average NPCR (99.6566%), UACI (33.4588%), Entropy (7.98), and long key value of 10135are superior to those of the existing schemes and more resistant to various attacks, according to the result analysis.

References

  • REFERENCES
  • [1] Kumar S, Sharma A, Sharma V. An Image Security Model Based on Chaos andDNA Cryptography for medical Images.IEEE2020;8:172694–172705.
  • [2] Ravichandran P, Praveenkumar, J, Rayappan BB, Amirtharajan R. Chaos-based crossover and mutation for securing dicom image. Comput Biol Med 2016;72:170–184. [CrossRef]
  • [3] Tian Y, Lu Z. Novel permutation-diffusion image encryption algorithm with chaotic dynamic s-box and DNA sequence operation. AIP Adv 2017;7:085008. [CrossRef]
  • [4] Ahmad MA, Bhutto MA. An Image Security Model Based on Chaos and DNA Cryptography for medical Images.IEEE2020;8:131918–131930.
  • [5] Huo D, Zhou DF, Yuan S, Yi S, Zhang L, Zhou X. Image encryption using exclusive-or with DNA complementary rules and double random phase encoding. Phys Lett A2019;383:915–922. [CrossRef]
  • [6] Khade PN, Narnaware M. 3D chaotic functions for image encryption. Int J Comput Sci2012;9:323–328.
  • [7] Pankaj S, Dua M. Chaos based medical ımage encryption techniques: A comprehensive review and analysis. Inform Secur J 2024;33:332–358. [CrossRef]
  • [8] Zhuang Z, Zhuang Z, Wang T.Medical image encryption algorithm based on a new five-dimensional multi-band multi-wing chaotic system and QR decomposition. Sci Rep 2024;14:402. [CrossRef]
  • [9] Zhang LB, Zhu ZL, Yang BQ, Liu WY, Zhu HF, Zou MY. Cryptanalysis and improvement of an efficient and secure medical image protection scheme. Math Problems Eng 2015;2015:1–11. [CrossRef]
  • [10] Ravichandran D, Praveenkumar PJ, Rayappan BB, Amirtharajan R. DNA chaos blend to secure medical privacy. IEEE Trans. Nanobiosci 2017;16:850–858. [CrossRef]
  • [11] Wu TY, Fan X, Wang K-H, Lai C-F, Xiong N, Wu JM. DNA computation-based image encryption scheme for cloud CCTV systems. IEEE 2023;7:181434–181443. [CrossRef]
  • [12] Mohammed A, Hussein M, Ali M. An image security model based on chaos and DNA cryptography for medical images.Sensors2021;21:461.
  • [13] Ozturk A, Aydin A, Cetin O. An image security model based on chaos and DNA cryptography for medical images.Int J Electric Comput Eng 2020;10:1025–1033.
  • [14] Fu C, Meng W, Zhan Y, Zhu Z, Lau FCM, Tse CK, et al. An efficient and secure medical image protection scheme based on chaotic maps. Comput Biol Med 2013;43:1000–1010. [CrossRef]
  • [15] Liu J, Ma Y, Li S, Lian J, Zhang X. A new simple chaotic system and its application in medical image encryption. Multimedia Tools Appl 2022;77:22787–22808. [CrossRef]
  • [16] Wang X, Shi Q. New type crisis: Hysteresis and fractal in the coupled logistic map. Chin J Appl Mech 2005;4:501–506.
  • [17] Dagadu JC, Li JP, Aboagye EO. Medical image encryption based on hybrid chaotic dna diffusion. Wireless Pers Commun 2019;108:591–612. [CrossRef]
  • [18] Iqbal N, Hanif M, Ul Rehman Z, Zohaib M. On the novel image encryption based on chaotic system and DNA computing. Multimedia Tools Appl 2022;81:8107–8137. [CrossRef]
  • [19] Lone PN, Singh D, Mir UH. “Image encryption using DNA coding and three-dimensional chaotic systems,” Multimedia Tools Appl 2022;81:5669–5693. [CrossRef]
  • [20] Sheela SJ, Suresh KV, Tandur D. Secured transmission of clinical signals using hyperchaotic DNA confusion and diffusion transform. Int J Digit Crime Forensics 2019;11:43–64. [CrossRef]
  • [21] Chai X, Gan Z, Lu Y, Chen Y, Han D. A novel image encryption algorithm based on the chaotic system and DNA computing. Int J Modern Phys C 2017;28:1750069. [CrossRef]
  • [22] Zhang Q, Liu L, Wei X. Improved algorithm for image encryption based on DNA encoding and multi-chaotic maps. AEU- Int J Electron Commun 2020;68:186–192. [CrossRef]
  • [23] Chai X, Gan Z, Yuan K, Chen Y, Liu X. A novel image encryption scheme based on DNA sequence operations and chaotic systems. Neural Comput Appl 2019;31:219–237. [CrossRef]
  • [24] Zhang M, Peng B, Chen Y. An efficient image encryption scheme for industrial internet-of-things devices,” in Proceeding 2nd International ACM Workshop SecurityPrivacy Internet-of-Things. 2019. p. 38–43. [CrossRef]
  • [25] Khan PW, Byun Y. A blockchain-based secure image encryption scheme for the industrial Internet of Things. Entropy 2023;22:175–200. [CrossRef]
  • [26] Wang GG, Deb S, Coelho LS. Elephant herding optimization. 3rd International Symposium on Computational and Business Intelligence, 2015. [CrossRef]
There are 27 citations in total.

Details

Primary Language English
Subjects Building Technology
Journal Section Research Articles
Authors

Malathy N 0000-0002-9771-6771

Navin G This is me 0009-0002-7880-3228

Sriram S This is me 0009-0008-5883-4602

Bala Subramaniyan S This is me 0009-0005-7278-4830

Publication Date February 28, 2025
Submission Date July 5, 2023
Published in Issue Year 2025 Volume: 43 Issue: 1

Cite

Vancouver N M, G N, S S, S BS. A secure framework for multimedia transmission in medical images using DNA cryptography. SIGMA. 2025;43(1):222-33.

IMPORTANT NOTE: JOURNAL SUBMISSION LINK https://eds.yildiz.edu.tr/sigma/