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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM52403

Synergizing AI and Cybersecurity: A New Methodology to Real-Time Intrusion Detection and Prevention System

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM52403

Volume:

9 |

9 |

Sep 2025

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/IJSREM52403

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

DSK

Dileep Singh Kushwah

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Abstract

The growing complexity of cyber threats necessitates creative solutions beyond conventional rule-based security systems. This study presents a new method for the incorporation of artificial intelligence (AI) into intrusion detection and prevention systems (IDPS) that facilitates real-time threat mitigation, adaptive learning, and autonomous response. Through the use of machine learning (ML), behavioural analytics, and generative AI, this solution overcomes the weaknesses of legacy systems while maximizing accuracy, scalability, and operational efficiency in cybersecurity.

KEYWORDS

Artificial Intelligence (AI) Cybersecurity Intrusion Detection System (IDS) Intrusion Prevention System (IPS) Real-Time Threat Detection Machine Learning (ML) Anomaly Detection Behavioural Analytics User and Entity Behaviour Analytics (UEBA) Automated Incident Response Adaptive Learning Generative Adversarial Networks (GANs) Adversarial AI Zero-Day Attack Detection Security Orchestration Automation and Response (SOAR) Autonomous Cybersecurity Cyber Threat Mitigation Network Security Deep Learning Explainable AI (XAI) Federated Learning Threat Intelligence Real-Time Analytics Predictive Cybersecurity AI-Driven Defence Systems Proactive Defence Mechanisms Self-Improving Systems Quantum-Resistant AI Zero Trust Architecture Cyber-Physical Systems Security

Cite This Article

Dileep Singh Kushwah, "Synergizing AI and Cybersecurity: A New Methodology to Real-Time Intrusion Detection and Prevention System," International Journal of Scientific Research in Engineering and Management, vol. 9, no. 9, Sep 2025. https://doi.org/10.55041/IJSREM52403

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Publication Date

3/8/2025

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Double-Blind Peer Review

Review Rounds: 2

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5

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