1
Department of Applied and Computer Sciences, Barleti University, Albania
(ict.co@umb.edu.al)
Abstract :
Nowadays, the internet of things (IoT) has become increasingly common and finds application in various fields, particularly in the health care industry. However, the development and design of IoT data analysis methods face some problems such as lack of adequate training data, resource constraints, centralized framework, security, and privacy. In contrast, the increase in blockchain techniques provides a decentralized framework. It is promoted to remove centralized control and resolve the problem of AI as well as allow secured distribution of data and resources to the diverse nodes of IoT system. This paper devises a new IoT with Blockchain based Secure Image Encryption with Disease Classification model.
Keywords :
Internet of Things; Blockchain; Image encryption; Security; Data classification
References :
[1] Alqaralleh, B.A., Vaiyapuri, T., Parvathy, V.S., Gupta, D., Khanna, A. and Shankar, K., 2021.
Blockchain-assisted secure image transmission and diagnosis model on Internet of Medical Things
Environment. Personal and ubiquitous computing, pp.1-11.
[2] Mitra, A., Bera, B. and Das, A.K., 2021, May. Design and testbed experiments of public blockchainbased
security framework for IoT-enabled drone-assisted wildlife monitoring. In IEEE INFOCOM
2021-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) (pp. 1-6).
IEEE.
[3] Ferrag, M.A. and Shu, L., 2021. The performance evaluation of blockchain-based security and privacy
systems for the Internet of Things: A tutorial. IEEE Internet of Things Journal, 8(24), pp.17236-17260.
[4] Rahman, M.S., Khalil, I., Moustafa, N., Kalapaaking, A.P. and Bouras, A., 2021. A blockchain-enabled
privacy-preserving verifiable query framework for securing cloud-assisted industrial internet of things
systems. IEEE Transactions on Industrial Informatics, 18(7), pp.5007-5017.
[5] Meng, Y. and Li, J., 2021. Data sharing mechanism of sensors and actuators of industrial IoT based on
blockchain-assisted identity-based cryptography. Sensors, 21(18), p.6084.
[6] Unal, D., Hammoudeh, M., Khan, M.A., Abuarqoub, A., Epiphaniou, G. and Hamila, R., 2021.
Integration of federated machine learning and blockchain for the provision of secure big data analytics
for Internet of Things. Computers & Security, 109, p.102393.
[7] Ferrag, M.A. and Shu, L., 2021. The performance evaluation of blockchain-based security and privacy
systems for the Internet of Things: A tutorial. IEEE Internet of Things Journal, 8(24), pp.17236-17260.
[8] Khan, J., Li, J.P., Ahamad, B., Parveen, S., Haq, A.U., Khan, G.A. and Sangaiah, A.K., 2020. SMSH:
Secure surveillance mechanism on smart healthcare IoT system with probabilistic image
encryption. IEEE Access, 8, pp.15747-15767.
[9] Islam, A. and Shin, S.Y., 2020. A blockchain-based secure healthcare scheme with the assistance of
unmanned aerial vehicle in Internet of Things. Computers & Electrical Engineering, 84, p.106627.
[10] Cao, S., Zhang, G., Liu, P., Zhang, X. and Neri, F., 2019. Cloud-assisted secure eHealth systems for
tamper-proofing EHR via blockchain. Information Sciences, 485, pp.427-440.
[11] Neelakandan, S., Rene Beulah, J., Prathiba, L., Murthy, G.L.N., Irudaya Raj, E.F. and Arulkumar, N.,
2022. Blockchain with deep learning-enabled secure healthcare data transmission and diagnostic
model. International Journal of Modeling, Simulation, and Scientific Computing, p.2241006.
[12] Khan, P.W. and Byun, Y., 2020. A blockchain-based secure image encryption scheme for the industrial
Internet of Things. Entropy, 22(2), p.175
[13] Li, Y., Ma, J., Miao, Y., Liu, L., Liu, X. and Choo, K.K.R., 2020. Secure and verifiable multikey image
search in cloud-assisted edge computing. IEEE Transactions on Industrial Informatics, 17(8), pp.5348-
5359
[14] Khayyat, M.M., Khayyat, M.M., Abdel-Khalek, S. and Mansour, R.F., 2022. Blockchain enabled
optimal Hopfield Chaotic Neural network based secure encryption technique for industrial internet of
things environment. Alexandria Engineering Journal, 61(12), pp.11377-11389
[15] Neela, K.L. and Kavitha, V., 2022. Blockchain based Chaotic Deep GAN Encryption scheme for
securing medical images in a cloud environment. Applied Intelligence, pp.1-15
[16] Dinh, T.T.A., Wang, J., Chen, G., Liu, R., Ooi, B.C. and Tan, K.L., 2017, May. Blockbench: A
framework for analyzing private blockchains. In Proceedings of the 2017 ACM international
conference on management of data (pp. 1085-1100).
[17] Safi, H.W. and Maghari, A.Y., 2017, October. Image encryption using double chaotic logistic map.
In 2017 International Conference on Promising Electronic Technologies (ICPET) (pp. 66-70). IEEE.
[18] Sengupta, S., Basak, S. and Peters, R.A., 2018. Particle Swarm Optimization: A survey of historical
and recent developments with hybridization perspectives. Machine Learning and Knowledge
Extraction, 1(1), pp.157-191.
[19] Romero, A., Gatta, C. and Camps-Valls, G., 2015. Unsupervised deep feature extraction for remote
sensing image classification. IEEE Transactions on Geoscience and Remote Sensing, 54(3), pp.1349-
1362.
[20] Zhang, C., Yu, J. and Ye, L., 2021. Sparsity and manifold regularized convolutional auto-encodersbased
feature learning for fault detection of multivariate processes. Control Engineering Practice, 111,
p.104811.
Style | # |
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MLA | Esmeralda Kazia. "Blockchain-based Model for Image Encryption in IoT Communication Environment." International Journal of Wireless and Ad Hoc Communication, Vol. 5, No. 1, 2022 ,PP. 54-64 (Doi : https://doi.org/10.54216/IJWAC.050105) |
APA | Esmeralda Kazia. (2022). Blockchain-based Model for Image Encryption in IoT Communication Environment. Journal of International Journal of Wireless and Ad Hoc Communication, 5 ( 1 ), 54-64 (Doi : https://doi.org/10.54216/IJWAC.050105) |
Chicago | Esmeralda Kazia. "Blockchain-based Model for Image Encryption in IoT Communication Environment." Journal of International Journal of Wireless and Ad Hoc Communication, 5 no. 1 (2022): 54-64 (Doi : https://doi.org/10.54216/IJWAC.050105) |
Harvard | Esmeralda Kazia. (2022). Blockchain-based Model for Image Encryption in IoT Communication Environment. Journal of International Journal of Wireless and Ad Hoc Communication, 5 ( 1 ), 54-64 (Doi : https://doi.org/10.54216/IJWAC.050105) |
Vancouver | Esmeralda Kazia. Blockchain-based Model for Image Encryption in IoT Communication Environment. Journal of International Journal of Wireless and Ad Hoc Communication, (2022); 5 ( 1 ): 54-64 (Doi : https://doi.org/10.54216/IJWAC.050105) |
IEEE | Esmeralda Kazia, Blockchain-based Model for Image Encryption in IoT Communication Environment, Journal of International Journal of Wireless and Ad Hoc Communication, Vol. 5 , No. 1 , (2022) : 54-64 (Doi : https://doi.org/10.54216/IJWAC.050105) |