A Study on Cloud Environment: Confidentiality Problems, Security Threats, and Challenges

Gupta, Manoj; Ahuja, Laxmi; Seth, Ashish

doi:10.1007/978-981-16-5301-8_49

Cited by 2 publications

(1 citation statement)

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“…The sharing of the same storage location among various cloud users makes it easy for a third party to access the data without any connection to it. This can lead to security issues and privacy concerns (Gupta et al, 2022).…”

Section: Multi-tenancymentioning

confidence: 99%

Improvement of data analysis and protection using novel privacy-preserving methods for big data application

2024

The Scientific Temper

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Due to the increasing volume of data, the importance of data analysis systems has become more critical. An intrusion detection system is a type of software that monitors and analyzes the data collected by a network or system. Due to the increasing volume of data collected in the medical field, it has become harder for traditional methods to detect unauthorized access and manipulation of the data. To advance the efficiency of big data analysis, various techniques are used in IDS. This paper proposes a method that combines the deep learning network and proposed optimization algorithm. The goal of this paper is to develop a classification model that takes into account the hidden layer nodes of the DBN and then implement a PSO algorithm to improve its structure. The results of the simulations show that the Spark-DBN-PSO algorithm achieves a 99.04% accuracy rate, which is higher than the accuracy of other deep neural network (DNN) and artificial neural network (ANN) algorithms. The results of the research demonstrate that the proposed methodology performs superior than the existing algorithm.

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Section: Multi-tenancymentioning

confidence: 99%

Improvement of data analysis and protection using novel privacy-preserving methods for big data application

2024

The Scientific Temper

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Security enhancement in a cloud environment using a hybrid chaotic algorithm with multifactor verification for user authentication

Gupta,

Ahuja,

Seth

2023

International Journal of Computers and Applications

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A Study on Cloud Environment: Confidentiality Problems, Security Threats, and Challenges

Cited by 2 publications

References 38 publications

Improvement of data analysis and protection using novel privacy-preserving methods for big data application

Improvement of data analysis and protection using novel privacy-preserving methods for big data application

Security enhancement in a cloud environment using a hybrid chaotic algorithm with multifactor verification for user authentication

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