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Optimizing endpoint detection and monitoring in enterprise solution : a cyber threat intelligence approach

dc.contributor.advisorSeraj, Mehnaz
dc.contributor.authorSarker, Apurba
dc.contributor.authorMondal, Joty Prokash
dc.contributor.authorPran, Suzaur Rashid
dc.contributor.authorIslam, AR Rafiu
dc.contributor.departmentDepartment of Computer Science and Engineering
dc.date.accessioned2025-06-29T08:45:13Z
dc.date.available2025-06-29T08:45:13Z
dc.date.copyright2024
dc.date.issued2024-09
dc.descriptionCataloged from PDF version of project report.
dc.descriptionIncludes bibliographical references (pages 53-55).
dc.descriptionThis project report is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2024.en_US
dc.description.abstractAdvanced cyber threat intelligence systems are crucial in a time when enterprise solutions are increasing and are being targeted by more sophisticated cyberattacks. This research aims to study ways to improve endpoint detection and monitoring in an enterprise company by installing a Security Information and Event Management (SIEM) system based on Wazuh with integration into ELK Stack. The report performs an inside-out examination of the integration and deployment capability for each technology, focusing on real-time anomaly detection and threat mitigation toolkits at complied states. Together, these techniques create a powerful combination of analytical security, intrusion detection, log data analysis, file integrity monitoring, and vulnerability management capabilities being adopted in a variety of industries that handle sensitive data. This infrastructure uses the Wazuh active response module to detect security threats and look for indications that one is starting up. Denial of Service (DoS), brute-force attacks, simulations, and integrity file delinquencies with tests as proofs tell stories about a good performance estimation when Elasticsearch and FileBeat application is used jointly. Wazuh provides a robust and cost-effective solution for enhancing the security posture of enterprise solutions. Wazuh instantly detects and monitors simulated attacks such as denial-of-service (DoS) attacks by spotting suspicious file changes in real-time, logging failure authentication attempts, and identifying the root source of the flood of requests. This study also provides useful insights on designing and deploying comprehensive cybersecurity solutions with opensource tools such as Wazuh, making visual insights for file integrity monitoring (FIM) in real time.en_US
dc.description.degreeBachelor of Science in Computer Science
dc.description.statementofresponsibilityApurba Sarker
dc.description.statementofresponsibilityJoty Prokash Mondal
dc.description.statementofresponsibilitySuzaur Rashid Pran
dc.description.statementofresponsibilityAR Rafiu Islam
dc.format.extent55 pages
dc.identifier.otherID 18301256
dc.identifier.otherID 18301146
dc.identifier.otherID 18301223
dc.identifier.otherID 18301298
dc.identifier.urihttp://hdl.handle.net/10361/26424
dc.language.isoenen_US
dc.publisherBRAC Universityen_US
dc.rightsBRAC University theses reports are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission.
dc.subjectCyber threaten_US
dc.subjectEvent managementen_US
dc.subjectVulnerability managementen_US
dc.subjectCost-effective solutionen_US
dc.subjectEndpoint detectionen_US
dc.subjectOpen-source securityen_US
dc.subjectReal-time monitoringen_US
dc.subjectAnomaly detectionen_US
dc.subject.lcshComputer security.
dc.subject.lcshComputer networks--Security measures.
dc.subject.lcshReal time--Data processing.
dc.subject.lcshCyberinfrastructure--Security measures.
dc.subject.lcshCyberterrorism--Prevention.
dc.titleOptimizing endpoint detection and monitoring in enterprise solution : a cyber threat intelligence approachen_US
dc.typeProject Reporten_US

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