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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM54237

Utilization of AI in System Security

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM54237

Volume:

9 |

11 |

Nov 2025

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/IJSREM54237

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

AMH

Atharva M. Humane1

SNH

Soham N. Harane2

PSV

Prof. Snehal Vastrad

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Abstract

​‍​‌‍​‍This research explores the role of Artificial Intelligence (AI) in strengthening system security by examining AI-driven intrusion detection, real-time threat evaluation, and automated response mechanisms. Findings indicate that AI-based security frameworks consistently outperform conventional rule-dependent tools, with machine learning (ML), deep learning (DL), and natural language processing (NLP) proving effective in identifying anomalies and predicting potential threats. The study further highlights market trends that fuel the adoption of AI, outlines core AI principles, and identifies major challenges—including adversarial attacks and the need for Explainable AI (XAI). Results demonstrate that AI delivers higher accuracy, improved responsiveness, and enhanced predictive capability, making it a reliable cybersecurity solution across sectors such as finance, defense, and healthcare. Ethical concerns, data privacy issues, and robustness against adversarial manipulation remain key considerations. Ultimately, the research concludes that integrating automated AI technologies with human expertise provides a comprehensive and resilient defense against emerging cyber threats.

KEYWORDS

Artificial Intelligence (AI) System Security Cybersecurity Machine Learning (ML) Deep Learning (DL) Intrusion Detection Systems (IDS) Threat Detection Anomaly Detection

Cite This Article

Atharva M. Humane1, Soham N. Harane2, Prof. Snehal Vastrad, "Utilization of AI in System Security," International Journal of Scientific Research in Engineering and Management, vol. 9, no. 11, Nov 2025. https://doi.org/10.55041/IJSREM54237

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Publication Date

11/20/2025

Peer Review Type

Double-Blind Peer Review

Review Rounds: 2

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2

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5

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

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