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Dynamic Analysis of Network Protocol Hiding Behavior Based on Perceptual Mining

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  • Xiaoyan Xu
  • Gengxin Sun

Abstract

This paper analyzes the typical abnormal behaviors such as hidden and invisible attacks of network protocols and proposes a new method to perceive and mine the abnormal behaviors of protocols so as to evaluate the operational security of protocols. Aiming at the problems of long latency and difficulty to expose the hidden behavior of network protocols, a scheme combining dynamic stain analysis and instruction clustering analysis is proposed. The proposed method cannot only quickly distinguish the hidden behavior but also accurately grasp the hidden behavior instruction sequence. Experimentation results show that the proposed method can mine unknown protocols for abnormal behavior with high accuracy.

Suggested Citation

  • Xiaoyan Xu & Gengxin Sun, 2022. "Dynamic Analysis of Network Protocol Hiding Behavior Based on Perceptual Mining," Discrete Dynamics in Nature and Society, Hindawi, vol. 2022, pages 1-7, February.
    • Handle: RePEc:hin:jnddns:7276756
    DOI: 10.1155/2022/7276756
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