Zero Trust-Based Security Model for  Cloud Infrastructure

NIKHIL G

Zero Trust-Based Security Model for Cloud Infrastructure

August 2025

Vol-11, Issue-4

Paper ID: 27383

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

computers

Keywords

Spam calls Machine learning Call classification Cybersecurity Mobile security Supervised learning Communication privacy.

Abstract

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

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	NIKHIL G	CMR UNIVERSITY

How to Cite

Use the following formats to cite this article in your research.

APA Style

G, NIKHIL (2025). Zero Trust-Based Security Model for Cloud Infrastructure. International Journal of Advance Research and Innovative Ideas In Education, 11(4), 3760-3764.

MLA Style

G, NIKHIL. "Zero Trust-Based Security Model for Cloud Infrastructure." International Journal of Advance Research and Innovative Ideas In Education, vol. 11, no. 4, 2025, pp. 3760-3764.

IEEE Style

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, 2025.

Vancouver Style

G NIKHIL. Zero Trust-Based Security Model for Cloud Infrastructure. International Journal of Advance Research and Innovative Ideas In Education. 2025;11(4):3760-3764.

Harvard Style

G, NIKHIL (2025) 'Zero Trust-Based Security Model for Cloud Infrastructure', International Journal of Advance Research and Innovative Ideas In Education, 11(4), pp. 3760-3764.

Chicago Style

G, NIKHIL. "Zero Trust-Based Security Model for Cloud Infrastructure." International Journal of Advance Research and Innovative Ideas In Education 11, no. 4 (2025): 3760-3764.

Turabian Style

G, NIKHIL. "Zero Trust-Based Security Model for Cloud Infrastructure." International Journal of Advance Research and Innovative Ideas In Education 11, no. 4 (2025): 3760-3764.