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Architecture of an integrated java application for log analysis to detect computer attacks in information systems by responding to various security anomalies

Authors: P. I. Sharikov; A. V. Krasov; A. V. Mayorovv;

Architecture of an integrated java application for log analysis to detect computer attacks in information systems by responding to various security anomalies

Abstract

Objective. When integrating the ELK stack into an information system, it is necessary to have a duplicate Java application in a closed circuit for hidden anomaly processing. It is necessary to develop the architecture of a Java application for hidden integration with the information system.Method. The research used methods of analyzing information in information system logs, static analysis methods, programming for application development, and data processing algorithms.Result. An example of implementing the Elasticsearch stack for processing and storing logs is presented. An implementation of anomaly analysis using the official Elasticsearch library is proposed. Options for using Elasticsearch for anomaly analysis are considered, an implementation of anomaly analysis using the official Elasticsearch library is proposed. The architecture of a Java application integrated into an information system for automated log analysis in order to detect computer attacks or signals of their onset by searching for anomalies is proposed. Variants of anomalies in information system logs are considered and actions for their detection are described. A generalized map of the Java application workflow is demonstrated.Conclusion. The architecture of a Java application implementing the analysis of logs of an information system for key anomalies has been developed.

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Keywords

elk stack, Technology, T, java, log analysis, anomaly logs detecting, elasticsearch

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
gold