An enhanced RSA algorithm using Gaussian interpolation formula

Dawson, John Kwao; Twum, Frimpong; Acquah, James Benjamin Hayfron; Missah, Yaw Marfo; Ayawli, Ben Beklisi Kwame

doi:10.1504/ijcaet.2022.123996

Cited by 6 publications

(16 citation statements)

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“…Their investigation led to the conclusion that the relationship between data size and run-time cost was directly proportional. A hybrid technique that combined RSA with the Gaussian Interpolation Formula was suggested by the authors in the same year, 2022, to ensure the security of cloud data [ 24 ]. Although the algorithm’s runtime was shorter, it was predictable because of its linear run time trend.…”

Section: Literature Reviewmentioning

confidence: 99%

Securing cloud data using secret key 4 optimization algorithm (SK4OA) with a non-linearity run time trend

Frimpong,

Hayfron Acquah,

Missah

et al. 2024

PLoS ONE

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Cloud computing alludes to the on-demand availability of personal computer framework resources, primarily information storage and processing power, without the customer’s direct personal involvement. Cloud computing has developed dramatically among many organizations due to its benefits such as cost savings, resource pooling, broad network access, and ease of management; nonetheless, security has been a major concern. Researchers have proposed several cryptographic methods to offer cloud data security; however, their execution times are linear and longer. A Security Key 4 Optimization Algorithm (SK4OA) with a non-linear run time is proposed in this paper. The secret key of SK4OA determines the run time rather than the size of the data as such is able to transmit large volumes of data with minimal bandwidth and able to resist security attacks like brute force since its execution timings are unpredictable. A data set from Kaggle was used to determine the algorithm’s mean and standard deviation after thirty (30) times of execution. Data sizes of 3KB, 5KB, 8KB, 12KB, and 16 KB were used in this study. There was an empirical analysis done against RC4, Salsa20, and Chacha20 based on encryption time, decryption time, throughput and memory utilization. The analysis showed that SK4OA generated lowest mean non-linear run time of 5.545±2.785 when 16KB of data was executed. Additionally, SK4OA’s standard deviation was greater, indicating that the observed data varied far from the mean. However, RC4, Salsa20, and Chacha20 showed smaller standard deviations making them more clustered around the mean resulting in predictable run times.

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Section: Literature Reviewmentioning

confidence: 99%

Securing cloud data using secret key 4 optimization algorithm (SK4OA) with a non-linearity run time trend

Frimpong,

Hayfron Acquah,

Missah

et al. 2024

PLoS ONE

Self Cite

View full text Add to dashboard Cite

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“…After encrypting the message's ASCII values with Gaussian First Forward interpolation, the conventional RSA is used to encrypt and decode the message at the second and third levels. The last stage uses Gaussian First Backward interpolation to decode the data again, as seen in Fig 1 . The integration helps to overcome the classic RSA factorization problem [17].…”

Section: Enhanced Rsamentioning

confidence: 99%

“…The comparative analysis of the Enhanced RSA [17], Non-Deterministic Cryptographic Scheme [18], Enhanced Homomorphism Scheme [19], Salsa20 and Chacha20 was implemented on an i7 Lenovo computer, 2.10 GHz CPU using C# language. C# programming…”

Section: Experimentationmentioning

confidence: 99%

“…In this study, the symmetric algorithms Enhanced RSA (ERSA) [ 17 ], Non-Deterministic Cryptographic Scheme (NCS) [ 18 ], Enhanced Homomorphic Scheme (EHS) [ 19 ], Chacaha20, and Salsa20 are compared based on run time trend, throughput time, and memory usage to determine which algorithm among them could be used to ensure the confidentiality and privacy of cloud data.…”

Section: 0 Introductionmentioning

confidence: 99%

“…Researchers have suggested many encryption technique variations to protect cloud data [ 20 ]. Enhanced RSA [ 17 ], Non-Deterministic Cryptographic Scheme [ 18 ], Enhanced Homomorphism Scheme [ 19 ], Chacha20, and Salsa20 are a few examples of these techniques. These suggested encryption techniques are effective in limiting unauthorized access to sensitive information.…”

Section: 0 Introductionmentioning

confidence: 99%

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Ensuring privacy and confidentiality of cloud data: A comparative analysis of diverse cryptographic solutions based on run time trend

Dawson,

Frimpong,

Hayfron Acquah

et al. 2023

PLoS ONE

Self Cite

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The cloud is becoming a hub for sensitive data as technology develops, making it increasingly vulnerable, especially as more people get access. Data should be protected and secured since a larger number of individuals utilize the cloud for a variety of purposes. Confidentiality and privacy of data is attained through the use of cryptographic techniques. While each cryptographic method completes the same objective, they all employ different amounts of CPU, memory, throughput, encryption, and decryption times. It is necessary to contrast the various possibilities in order to choose the optimal cryptographic algorithm. An integrated data size of 5n*102 (KB (∈ 1,2,4,10,20,40) is evaluated in this article. Performance metrics including run time, memory use, and throughput time were used in the comparison. To determine the effectiveness of each cryptographic technique, the data sizes were run fifteen (15) times, and the mean simulation results were then reported. In terms of run time trend, NCS is superior to the other algorithms according to Friedman’s test and Bonferroni’s Post Hoc test.

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Design of School Assets Management Data Encryption Security System Based on RSA Algorithm

Yao

2023

2023 International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE)

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An enhanced RSA algorithm using Gaussian interpolation formula

Cited by 6 publications

References 0 publications

Securing cloud data using secret key 4 optimization algorithm (SK4OA) with a non-linearity run time trend

Securing cloud data using secret key 4 optimization algorithm (SK4OA) with a non-linearity run time trend

Ensuring privacy and confidentiality of cloud data: A comparative analysis of diverse cryptographic solutions based on run time trend

Design of School Assets Management Data Encryption Security System Based on RSA Algorithm

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