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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
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 118
Article Submitted : 21653
Article Published : 8541
Total Authors : 22459
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| Paper Title: | The Graph Paradigm: A Comprehensive Analysis of Graph-Based Technology in Cloud Security Posture Management |
| Authors Name: | Ashish Krishna P |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_205519
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| Published Paper Id: | IJRTI2507138 |
| Published In: | Volume 10 Issue 7, July-2025 |
| DOI: | |
| Abstract: | This paper delivers a comprehensive exploration of a transformative shift in Cloud Security Posture Management (CSPM): the integration of graph-based technology. As organizations increasingly adopt complex, multi-cloud infrastructures, traditional CSPM tools—reliant on siloed and static rule-based analysis—struggle to address dynamic, interconnected risks. We introduce the concept of the Cloud Security Graph, a model that visualizes cloud assets, identities, and permissions as a graph of nodes and edges, aligning with an attacker's perspective. This graph-based approach enables contextual risk scoring and sophisticated attack path analysis, exposing "toxic combinations" of seemingly low-severity misconfigurations that together form critical vulnerabilities. The paper outlines the architectural design of modern graph-based CSPM systems, their convergence into Cloud Native Application Protection Platforms (CNAPPs), and surveys both commercial and open-source implementations. We also examine the role of Artificial Intelligence (AI) in enhancing predictive analytics, along with the graph query languages and database technologies that power these platforms. Our findings suggest that adopting the graph paradigm is essential for shifting from reactive alert management to proactive, strategic cloud risk reduction. |
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| Cite Article: | "The Graph Paradigm: A Comprehensive Analysis of Graph-Based Technology in Cloud Security Posture Management", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.10, Issue 7, page no.b263-b275, July-2025, Available :http://www.ijrti.org/papers/IJRTI2507138.pdf |
| Downloads: | 000384 |
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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: IJRTI2507138
Registration ID:205519
Published In: Volume 10 Issue 7, July-2025
DOI (Digital Object Identifier):
Page No: b263-b275 Country: Palakkad , Kerala , India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2507138 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2507138 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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