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Implementation And Analysis Of WEB Log Security Analysis Platform Based On ELK

Posted on:2021-03-15Degree:MasterType:Thesis
Country:ChinaCandidate:W W GaoFull Text:PDF
GTID:2428330620477798Subject:Software engineering
Abstract/Summary:PDF Full Text Request
Aiming at the distributed data processing technology and log collection processing technology in big data processing technology,this paper builds and implements a secure log analysis platform for massive network log data processing.Data processing,import,analysis,and display of the network security log obtained on the server side were performed.The network attack information in the security log was visually analyzed and displayed through Kibana,providing users with a highly efficient and easy-to-1.Overall design of ELK distributed platform.Based on the in-depth study of ELK technology,the overall design of the ELK platform was carried out,the needs that the platform needed to meet and the goals to be achieved were analyzed,and the overall architecture,module division,and internal processes of the platform were2.Detailed design and implementation of ELK distributed platform.A log analysis platform based on ELK has been established and implemented,including a distributed log collection module,a log raw data processing module,a log attack data3.Analysis of network security log based on ELK distributed platform.In the log data processing stage,the logs have been matched and analyzed according to the attack rules.The resulting data is stored in the distributed data storage module Elasticsearch.Through the Kibana visual analysis module,the network security logs are analyzed,statistically analyzed,and aggregated.Visual display,the analysis results of network security logs are obtained,potential vulnerabilities of the system are found,and reasonable suggestions are given.
Keywords/Search Tags:log analysis, network security, ELK
PDF Full Text Request
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