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Title: :  Zero Trust-Based Security Model for Cloud Infrastructure
PaperId: :  27383
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 4 2025
DUI:    16.0415/IJARIIE-27383
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
NIKHIL GCMR UNIVERSITY

Abstract

computers
Spam calls, Machine learning, Call classification, Cybersecurity, Mobile security, Supervised learning, Communication privacy.
Spam calls have become a major security and privacy concern for mobile users worldwide. Traditional filtering methods often fail to detect evolving spam patterns, leading to reduced user trust and productivity loss. This research proposes a machine learning-based approach to detect and block spam calls effectively. The model is trained on call metadata and behavioral features to classify calls as legitimate or spam in real-time. By applying supervised learning techniques, the proposed system improves accuracy and minimizes false positives compared to conventional rule-based filters. The study demonstrates that machine learning can provide a scalable and intelligent solution for spam call protection, thereby enhancing mobile communication security and user experience

Citations

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IJARIIE NIKHIL G. "Zero Trust-Based Security Model for Cloud Infrastructure" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 4 2025 Page 3760-3764
MLA NIKHIL G. "Zero Trust-Based Security Model for Cloud Infrastructure." International Journal Of Advance Research And Innovative Ideas In Education 11.4(2025) : 3760-3764.
APA NIKHIL G. (2025). Zero Trust-Based Security Model for Cloud Infrastructure. International Journal Of Advance Research And Innovative Ideas In Education, 11(4), 3760-3764.
Chicago NIKHIL G. "Zero Trust-Based Security Model for Cloud Infrastructure." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 4 (2025) : 3760-3764.
Oxford NIKHIL G. 'Zero Trust-Based Security Model for Cloud Infrastructure', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 4, 2025, p. 3760-3764. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Zero_Trust_Based_Security_Model_for__Cloud_Infrastructure_ijariie27383.pdf (Accessed : ).
Harvard NIKHIL G. (2025) 'Zero Trust-Based Security Model for Cloud Infrastructure', International Journal Of Advance Research And Innovative Ideas In Education, 11(4), pp. 3760-3764IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Zero_Trust_Based_Security_Model_for__Cloud_Infrastructure_ijariie27383.pdf (Accessed : )
IEEE NIKHIL G, "Zero Trust-Based Security Model for Cloud Infrastructure," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 4, pp. 3760-3764, Jul-Aug 2025. [Online]. Available: https://ijariie.com/AdminUploadPdf/Zero_Trust_Based_Security_Model_for__Cloud_Infrastructure_ijariie27383.pdf [Accessed : ].
Turabian NIKHIL G. "Zero Trust-Based Security Model for Cloud Infrastructure." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 4 ().
Vancouver NIKHIL G. Zero Trust-Based Security Model for Cloud Infrastructure. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : ]; 11(4) : 3760-3764. Available from: https://ijariie.com/AdminUploadPdf/Zero_Trust_Based_Security_Model_for__Cloud_Infrastructure_ijariie27383.pdf
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