Dynamic Analysis of Network Protocol Hiding Behavior Based on Perceptual Mining
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 difficul...
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| Main Author: | |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-01-01
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| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2022/7276756 |
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| _version_ | 1832568028343042048 |
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| author | Xiaoyan Xu |
| author_facet | Xiaoyan Xu |
| author_sort | Xiaoyan Xu |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-c50bd09e5192417586d23ecf29afc38f |
| institution | Kabale University |
| issn | 1607-887X |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Discrete Dynamics in Nature and Society |
| spelling | doaj-art-c50bd09e5192417586d23ecf29afc38f2025-02-03T00:59:54ZengWileyDiscrete Dynamics in Nature and Society1607-887X2022-01-01202210.1155/2022/7276756Dynamic Analysis of Network Protocol Hiding Behavior Based on Perceptual MiningXiaoyan Xu0School of Information and Control EngineeringThis 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.http://dx.doi.org/10.1155/2022/7276756 |
| spellingShingle | Xiaoyan Xu Dynamic Analysis of Network Protocol Hiding Behavior Based on Perceptual Mining Discrete Dynamics in Nature and Society |
| title | Dynamic Analysis of Network Protocol Hiding Behavior Based on Perceptual Mining |
| title_full | Dynamic Analysis of Network Protocol Hiding Behavior Based on Perceptual Mining |
| title_fullStr | Dynamic Analysis of Network Protocol Hiding Behavior Based on Perceptual Mining |
| title_full_unstemmed | Dynamic Analysis of Network Protocol Hiding Behavior Based on Perceptual Mining |
| title_short | Dynamic Analysis of Network Protocol Hiding Behavior Based on Perceptual Mining |
| title_sort | dynamic analysis of network protocol hiding behavior based on perceptual mining |
| url | http://dx.doi.org/10.1155/2022/7276756 |
| work_keys_str_mv | AT xiaoyanxu dynamicanalysisofnetworkprotocolhidingbehaviorbasedonperceptualmining |