Information Security Detection and Analysis Based on Big Data and Artificial Intelligence Technologies

Facing increasingly complex network security threats, traditional detection methods struggle to meet modern information security requirements. By deeply integrating big data processing technologies with artificial intelligence algorithms, an intelligent security detection and analysis system is constructed to achieve real-time fusion processing of multi-source threat data and intelligent feature recognition. Deep learning algorithms are employed for abnormal behavior analysis, establishing an adaptive detection system that significantly improves threat identification accuracy and detection efficiency. Enterprise network security detection cases validate the effectiveness of the fusion technology.

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Publication Details

Published
2025-07-18
DOI
https://doi.org/10.1109/icbase66587.2025.11181431
Primary Topic
Big Data Technologies and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Information Security Detection and Analysis Based on Big Data and Artificial Intelligence Technologies

Xiuzhuo Wei, Huinan Zhao, Rui Ma, Lei Mu
Big Data Technologies and Applications
article

Information Security Detection and Analysis Based on Big Data and Artificial Intelligence Technologies

Xiuzhuo Wei, Huinan Zhao, Rui Ma, Lei Mu
article en

Abstract

Facing increasingly complex network security threats, traditional detection methods struggle to meet modern information security requirements. By deeply integrating big data processing technologies with artificial intelligence algorithms, an intelligent security detection and analysis system is constructed to achieve real-time fusion processing of multi-source threat data and intelligent feature recognition. Deep learning algorithms are employed for abnormal behavior analysis, establishing an adaptive detection system that significantly improves threat identification accuracy and detection efficiency. Enterprise network security detection cases validate the effectiveness of the fusion technology.

Openalex Percentile: Top 73%
Big Data Technologies and Applications
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