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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM53173

Towards Intelligent Cyber Defence: Leveraging Artificial Immune Systems and General Intelligence

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM53173

Volume:

9 |

10 |

Oct 2025

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/IJSREM53173

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

DUSGV

Dr. U. Sivaji(a) Ganta Varshala(1)

RYS

Rayudu Yamini Sameera(2)

JUK

Jakkula Uday Kiran(3)

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Abstract

This paper addresses how the integration of Artificial General Intelligence (AGI) and Artificial Immune Systems (AIS) may enhance the Security Operations Centers (SOCs) performance. We use a hypothetical case study, mathematical models, and calculate the number of true positives, false positives, detection accuracy between AGI-driven AIS and traditional AI based AIS to compare both working methods in relation to major parameters. Overall results indicate that AIS driven by AGIs has the potential to increase the threat detection, optimize the operational efficiency, and minimize investments. This evidence indicates that the implementation of AGI into SOCs may revolutionize cybersecurity by offering resource-optimization, rationalization of processes, and enhanced resistance to the evermore advanced types of threats. The current study shows the significance of AGI to governments, manufacturers, cybersecurity experts, and investors who are in need of more efficient security systems.

KEYWORDS

Artificial General Intelligence (AGI) Artificial Immune Systems (AIS) Security Operations Centers (SOCs) Cybersecurity Threat Detection Operational Efficiency AI-driven Security Resource Optimization False Positives True Positives.

Cite This Article

Dr. U. Sivaji(a) Ganta Varshala(1), Rayudu Yamini Sameera(2), Jakkula Uday Kiran(3), "Towards Intelligent Cyber Defence: Leveraging Artificial Immune Systems and General Intelligence," International Journal of Scientific Research in Engineering and Management, vol. 9, no. 10, Oct 2025. https://doi.org/10.55041/IJSREM53173

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Publication Date

10/24/2025

Peer Review Type

Double-Blind Peer Review

Review Rounds: 2

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The authors declare no conflict of interest related to this research work.

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