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Architecture of Real-Time and Dynamic Audit for Network Behavior Security

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Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1074))

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Abstract

Dynamics and complexity of the Internet security environment make that real-time and dynamic auditing of network behavior security is more difficult. For the resolution of difficulties on dynamics and complexity in the network behavior audit, an architecture of real-time and dynamic audit for network behavior security under the Internet environment is created. The proposed architecture consists of pretreating network behavior data, synchronizing network data, dynamically recognizing network behavior and comprehensively auditing network behavior security. Pretreating network behavior data solves the problems of the integrity of network behavior data to be treated and the scientific modeling of network behaviors. Synchronizing network data solves the problem of real-time treating of network behavior data. Dynamically recognizing network behavior uses and simulates immune mechanisms to realize the dynamic auditing for network behavior security. Comprehensively auditing network behavior security solves the problem of direct service of audit results of network behavior security for the network security management. The proposed architecture is expected to provide a new reference for the establishment of active network security management model.

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Acknowledgement

This work is supported by Sichuan Science and Technology Program (No. 2018JY0523), the Scientific Research Fund of Sichuan Provincial Education Department (No. 18ZA0233), the Scientific Research Project of Leshan Normal University (No. ZZ201825).

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Authors and Affiliations

  1. School of Computer Science, Leshan Normal University, Leshan, 614000, Sichuan, China

    Yan Zhang & Caiming Liu

  2. Key Lab of Internet Natural Language Processing of Sichuan Provincial Education Department, Leshan Normal University, Leshan, 614000, Sichuan, China

    Yan Zhang & Caiming Liu

Authors
  1. Yan Zhang
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  2. Caiming Liu
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Corresponding author

Correspondence to Caiming Liu .

Editor information

Editors and Affiliations

  1. School of Computer Science and Engineering, The University of Aizu, Aizu-Wakamatsu, Fukushima, Japan

    Yong Liu

  2. School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore

    Lipo Wang

  3. Computer Science and Mathematics, University of Sao Paulo, Ribeirao Preto, Brazil

    Liang Zhao

  4. School of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China

    Zhengtao Yu

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Zhang, Y., Liu, C. (2020). Architecture of Real-Time and Dynamic Audit for Network Behavior Security. In: Liu, Y., Wang, L., Zhao, L., Yu, Z. (eds) Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery. ICNC-FSKD 2019. Advances in Intelligent Systems and Computing, vol 1074. Springer, Cham. https://doi.org/10.1007/978-3-030-32456-8_59

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