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Performance Analysis and Systematic Review of Privacy Preservation-Based Authentication Models and Cryptographic-Based Data Protocols

Performance Analysis and Systematic Review of Privacy Preservation-Based Authentication Models and Cryptographic-Based Data Protocols

Ankush Balaram Pawar, Shashikant U. Ghumbre, Rashmi M. Jogdand
Copyright: © 2022 |Volume: 16 |Issue: 1 |Pages: 24
ISSN: 1930-1650|EISSN: 1930-1669|EISBN13: 9781683180203|DOI: 10.4018/IJISP.303661
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MLA

Pawar, Ankush Balaram, et al. "Performance Analysis and Systematic Review of Privacy Preservation-Based Authentication Models and Cryptographic-Based Data Protocols." IJISP vol.16, no.1 2022: pp.1-24. http://doi.org/10.4018/IJISP.303661

APA

Pawar, A. B., Ghumbre, S. U., & Jogdand, R. M. (2022). Performance Analysis and Systematic Review of Privacy Preservation-Based Authentication Models and Cryptographic-Based Data Protocols. International Journal of Information Security and Privacy (IJISP), 16(1), 1-24. http://doi.org/10.4018/IJISP.303661

Chicago

Pawar, Ankush Balaram, Shashikant U. Ghumbre, and Rashmi M. Jogdand. "Performance Analysis and Systematic Review of Privacy Preservation-Based Authentication Models and Cryptographic-Based Data Protocols," International Journal of Information Security and Privacy (IJISP) 16, no.1: 1-24. http://doi.org/10.4018/IJISP.303661

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Abstract

This paper proposes a privacy preservation-based data security and secure data protocol for distributed Data Storage and Communication (DSaC). An effective performance analysis is done between privacy preservation-based data security approach for authenticated encrypted access and secure data protocol for DSaC in cloud and the approaches are compared with the traditional schemes like Ins-PAbAC, Homomorphic Proxy Re-encryption (HPRE), LAM-CIoT, SA-EDS, Advanced Encryption Standard (AES), and Data Encryption Standard (DES). The proposed privacy preservation approach achieved a minimum time of 12614ms, maximum detection rate of 0.985, maximum privacy factor of 0.645, maximum TPR of 0.785, and maximum TNR of 0.777 for Switzerland dataset and the ACS-based secure data protocol achieved a minimum time of 5527ms, maximum detection rate of 0.953, minimum E2E delay of 85, maximum TPR of 0.817, and maximum TNR of 0.754 for Cleveland dataset.

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