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15 June 2022 Application of clustering algorithm of data mining technology in network security detection
Dingsheng Deng
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Proceedings Volume 12285, International Conference on Advanced Algorithms and Neural Networks (AANN 2022); 1228505 (2022) https://doi.org/10.1117/12.2637055
Event: International Conference on Advanced Algorithms and Neural Networks (AANN 2022), 2022, Zhuhai, China
Abstract
With the popularization and application of network technology, the problem of computer network security becomes more and more prominent, so the intrusion detection system becomes more and more important. Firstly, this paper studies the application of clustering algorithm of data mining technology in network security detection. Then, on the basis of literature data, the related knowledge of network security detection is understood, and a network security detection system based on clustering algorithm is designed and analyzed. Finally, the algorithm applied in the system is verified. The test results show that the improved ant colony clustering algorithm in this paper is better than the basic ant colony clustering algorithm in detection time.
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Dingsheng Deng "Application of clustering algorithm of data mining technology in network security detection", Proc. SPIE 12285, International Conference on Advanced Algorithms and Neural Networks (AANN 2022), 1228505 (15 June 2022); https://doi.org/10.1117/12.2637055
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KEYWORDS
Network security
Detection and tracking algorithms
Data mining
Computer security
Security technologies
Data processing
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