Research on Enhancing Cloud Computing Network Security using Artificial Intelligence Algorithms

Cloud computing environments face multiple security threats, including DDoS attacks and SQL injection. Traditional security protection methods are lagging in responding to new types of attacks. This paper proposes an adaptive security protection method based on deep learning, constructing a multi-layered protection architecture and verifying it in a real-world business environment. The system achieves a detection accuracy of 97.3%, an average response time of 18ms, and an availability of 99.999%. Experimental results show that this method has significant advantages in detection accuracy, response efficiency, and resource utilization, providing a new solution for cloud computing security protection.

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Publication Details

Published
2025-04-18
DOI
https://doi.org/10.1109/scecs65243.2025.11065638
Citations
11
Primary Topic
Advanced Computing and Algorithms
Type
article
Field-Weighted Citation Impact
67.94
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article

Research on Enhancing Cloud Computing Network Security using Artificial Intelligence Algorithms

Xiao Yang, Yuqing Wang
11 citations
Advanced Computing and Algorithms
67.94
article

Research on Enhancing Cloud Computing Network Security using Artificial Intelligence Algorithms

Xiao Yang, Yuqing Wang
article en
11 citations

Abstract

Cloud computing environments face multiple security threats, including DDoS attacks and SQL injection. Traditional security protection methods are lagging in responding to new types of attacks. This paper proposes an adaptive security protection method based on deep learning, constructing a multi-layered protection architecture and verifying it in a real-world business environment. The system achieves a detection accuracy of 97.3%, an average response time of 18ms, and an availability of 99.999%. Experimental results show that this method has significant advantages in detection accuracy, response efficiency, and resource utilization, providing a new solution for cloud computing security protection.

Microsoft (United States) (US), University of California, Los Angeles (US)
Industry, innovation and infrastructure
Openalex Percentile: Top 0%
Advanced Computing and Algorithms
67.94
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