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Blockchain-Based Secure and Energy-Efficient Healthcare IoT Using Novel QIRWS-BWO and SAES Techniques

  • Conference paper
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Third Congress on Intelligent Systems (CIS 2022)

Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 613))

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Abstract

To monitor the patients’ medical status, various algorithms have been developed. Nevertheless, major complications are higher energy consumption along with security. Thus, by utilizing novel Quadratic Interpolation and Roulette Wheel Selection Black Widow Optimization (QIRWS-BWO) and Swapping-centric Advanced Encryption Standard (SAES) methodologies, a Blockchain (BC)-centered security and energy-efficient measure have been proposed in healthcare IoT. Firstly, by utilizing Binary Streebog Hashing Algorithm (BSHA), patients undergo registration together; the hash code will be generated during registration. Then, by employing the Spearman Rho Correlation Coefficient Gaussian Mixture Model (SRCGMM), the patients’ nodes are clustered. Then, by utilizing the QIRWS-BWO, the cluster heads (CHs) are chosen. Afterward, by SAES, the data are encrypted to access the data. The outcomes displayed that when analogized with the prevailing methodologies, the proposed model shows better performance.

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References

  1. Pirbhulal S, Samuel OW, Wu W, Sangaiah AK, Li G (2019) A joint resource-aware and medical data security framework for wearable healthcare systems. Futur Gener Comput Syst 95:382–391

    Article  Google Scholar 

  2. Tao H, Bhuiyan ZA, Abdalla AN, Hassan MM, Zain JM, Hayajneh T (2018) Secured data collection with hardware based ciphers for IoT-based healthcare. IEEE Internet Things 6(1):410–420

    Article  Google Scholar 

  3. Cho Y, Kim M, Woo S (20158) Energy efficient IoT based on wireless sensor networks for healthcare. In: 20th International conference on advanced communications technology. IEEE, Chuncheon, 11–14 Feb 2018

    Google Scholar 

  4. Hossain M, Riazul Islam SM, Ali F, Kwak KS, Hasan R (2017) An internet of things based health prescription assistant and its security system design. Future Gener Comput Syst 82(4):422–439

    Google Scholar 

  5. Almulhim M, Zaman N (2018) Proposing secure and lightweight authentication scheme for IoT based e-health applications. In: 20th International conference on advanced communications technology. IEEE, Chuncheon, 11–14 Feb 2018

    Google Scholar 

  6. Dewangan K, Mishra M (2018) Internet of things for healthcare a review. Int J Adv Manag Technol Eng Sci 8(3):526–534

    Google Scholar 

  7. Aktas F, Ceken C, Erdemli YE (2017) IoT based healthcare framework for biomedical applications. J Med Biol Eng 38(6):966–979

    Article  Google Scholar 

  8. Almulhim M, Islam N, Zaman N (2019) A lightweight and secure authentication scheme for iot based e-health applications. IJCSNS Int J Comput Sci Netw Secur 19(1):107–120

    Google Scholar 

  9. Sun Y, Lo FPW, Lo B (2019) Security and privacy for the internet of medical things enabled healthcare systems a survey. IEEE Access 7:183339–183355

    Article  Google Scholar 

  10. Ismail L, Materwala H, Zeadally S (2019) Lightweight blockchain for healthcare. IEEE Access 7:149935–149951

    Article  Google Scholar 

  11. Farouk A, Alahmadi A, Ghose S, Mashatan A (2020) Blockchain platform for industrial healthcare vision and future opportunities. Comput Commun 154:223–235

    Article  Google Scholar 

  12. Aujla GS, Jindal A (2020) A decoupled blockchain approach for edge-envisioned IoT-based healthcare monitoring. IEEE J Sel Areas Commun 39(2):491–499

    Article  Google Scholar 

  13. Khatoon A (2020) A blockchain based smart contract system for healthcare management. Electronics 9(1):1–23

    Article  MathSciNet  Google Scholar 

  14. Jamil F, Ahmad S, Iqbal N, Kim DH (2020) Towards a remote monitoring of patient vital signs based on IoT-based blockchain integrity management platforms in smart hospitals. Sensors 20(8):1–26

    Article  Google Scholar 

  15. Shahbazi Z, Byun YC (2020) Towards a secure thermal energy aware routing protocol in wireless body area network based on blockchain technology. Sensors 20(12):1–26

    Article  Google Scholar 

  16. Saba T, Haseeb K, Ahmed I, Rehman A (2020) Secure and energy efficient framework using internet of medical things for e-healthcare. J Infect Public Health 13(10):1567–1575

    Article  Google Scholar 

  17. Jan MA, Khan F, Mastorakis S, Adil M, Akbar A, Stergiou N (2021) LightIoT lightweight and secure communication for energy efficient IoT in health informatics. IEEE Trans Green Commun Netw 5(3):1202–1211

    Article  Google Scholar 

  18. Bharathi R, Abirami T, Dhanasekaran S, Gupta D, Khanna A, Elhoseny M, Shankar K (2020) Energy efficient clustering with disease diagnosis model for IoT based sustainable healthcare systems. Sustain Comput Inf Syst 28(5):1–28

    Google Scholar 

  19. Rahman A, Shamim Hossain M, Loukas G, Hassanain E, Rahman SS, Alhamid MF, Guizani M (2018) Blockchain based mobile edge computing framework for secure therapy applications. IEEE Access 6:72469–72478

    Google Scholar 

  20. Wang R, Liu H, Wang H, Yang Q, Wu D (2019) Distributed security architecture based on blockchain for connected health architecture, challenges, and approaches. IEEE Wirel Commun 26(6):30–36

    Article  Google Scholar 

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Authors and Affiliations

  1. Department of Computer Science, Muslim Arts College (Affiliated to Manonmaniam Sundaranar University, Abishekapatti, Tirunelveli-627012), Thiruvithancode, Tamil Nadu, 629174, India

    Y. Jani & P. Raajan

Authors
  1. Y. Jani
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  2. P. Raajan
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Corresponding author

Correspondence to Y. Jani .

Editor information

Editors and Affiliations

  1. Department of Computer Science and Engineering, CHRIST (Deemed to be University), Bengaluru, Karnataka, India

    Sandeep Kumar

  2. Department of Computer Science and Engineering, Rajasthan Technical University, Kota, Rajasthan, India

    Harish Sharma

  3. Department of Computer Science and Engineering, CHRIST (Deemed to be University), Bengaluru, Karnataka, India

    K. Balachandran

  4. School of Civil, Environmental and Architectural Engineering, Korea University, Seoul, Korea (Republic of)

    Joong Hoon Kim

  5. South Asian University, New Delhi, Delhi, India

    Jagdish Chand Bansal

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Jani, Y., Raajan, P. (2023). Blockchain-Based Secure and Energy-Efficient Healthcare IoT Using Novel QIRWS-BWO and SAES Techniques. In: Kumar, S., Sharma, H., Balachandran, K., Kim, J.H., Bansal, J.C. (eds) Third Congress on Intelligent Systems. CIS 2022. Lecture Notes in Networks and Systems, vol 613. Springer, Singapore. https://doi.org/10.1007/978-981-19-9379-4_28

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