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Effective encryption approach to improving the secure cloud framework through fuzzy-based encrypted cryptography
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DOI：10.1007/s00500-023-08188-8.png)
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Abstract
En 中文
In the recent era, the cloud plays a critical role as a large amount of information is used to provide certain services for certain applications. As cloud services are a challenging task, security is a major limitation as it provides certain services in the cloud sector. The information used in the cloud framework has shared data as it ensures data is more reliable and secure while providing the services; in the above case, it needs a certain encryption approach as it makes improved performance in terms of data. In order to enhance the security, the trusted key-based secure communication (TK-SCom) model is proposed as it combines cryptography along with a data classification with fuzzy-based learning approach and it performs the encryption and decryption process for a larger volume of data. The data classification is performed between the sender and receiver as the classification contains classifier for optimizing the energy efficiency, i.e. modified boost classifier to check whether the data is normal or abnormal based on DDoS attack. Based on the data classification, the data authentication is performed to ensure security in the proposed TK-SCom model. In the performance analysis, the data classification is analyzed based on detection rate and classification accuracy. Then the proposed TK-SCom model security is ensured based on operational cost and computational time.
Keywords:
Security
Cloud computing
Service provider
Cryptography
Fuzzy
Optimization and energy
Journal
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2.5
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1.0W
Citations:
2.1W
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