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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.14 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
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Issue: March 2026
Volume 11 | Issue 3
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 118
Article Submitted : 21664
Article Published : 8541
Total Authors : 22459
Total Reviewer : 811
Total Countries : 159
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| Paper Title: | INTEGRATING GNN WITH ELK STACK FOR ENHANCED SECURITY LOG ANALYSIS |
| Authors Name: | Susovan Bhowmik , Anupama Rajeevan , Yogeshwari Bagul , Rutuja Bhosale , Jagruti Panchal |
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IJRTI_204582
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| Published Paper Id: | IJRTI2506049 |
| Published In: | Volume 10 Issue 6, June-2025 |
| DOI: | |
| Abstract: | Enhancing threat detection with SIEM tool using GNN aims to enhance the threat detection system by using GNN (Graph neural network) with integration of SIEM tool. By using real-time data of security events through GNN which represents complex relationships and patterns between the data in the form of nodes and edges. The project involves integrating GNN models into existing SIEM frameworks to enhance the threat detection, optimizing them for scalability, accuracy and effectiveness. The system provides a real time alerts when suspicious activity is detected. This project highlights the effectiveness of combining GNN with SIEM tool to boost cybersecurity defenses |
| Keywords: | GNN, SIEM Tool, Nodes, Edges, Alerts, Threat Detection. |
| Cite Article: | "INTEGRATING GNN WITH ELK STACK FOR ENHANCED SECURITY LOG ANALYSIS", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.10, Issue 6, page no.a453-a458, June-2025, Available :http://www.ijrti.org/papers/IJRTI2506049.pdf |
| Downloads: | 000494 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2506049
Registration ID:204582
Published In: Volume 10 Issue 6, June-2025
DOI (Digital Object Identifier):
Page No: a453-a458 Country: Pune, Maharashtra, India Research Area: Computer Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2506049 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2506049 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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