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International Journal of Advanced Research in Computer and Communication Engineering A monthly Peer-reviewed & Refereed journal
ISSN Online 2278-1021ISSN Print 2319-5940Since 2012
IJARCCE adheres to the suggestive parameters outlined by the University Grants Commission (UGC) for peer-reviewed journals, upholding high standards of research quality, ethical publishing, and academic excellence.
← Back to VOLUME 14, ISSUE 10, OCTOBER 2025

Cyber I: A self-evolving, self-learning, self-protecting AI agent for Autonomous Cyber Threat Detection and Response

Ms. Sneha Bankar, Om Kalyankar, Rajesh Shinare, Nikita Shinde, Sakshi Landge

DOI: 10.17148/IJARCCE.2025.141020

Abstract: As devices, cloud services, and critical systems connect, cyber threats are increasing. Cyber I am an intelligent security agent that learns, adapts, and defends itself in real time. Using machine learning and reinforcement learning, it detects suspicious activity and reacts instantly to limit damage. Unlike static systems, Cyber I continuously update from new attack patterns and real-time threat data, providing organisations with a dynamic and reliable defence against both known and emerging cyber risks.

Keywords: Artificial Intelligence (AI), Cybersecurity, Autonomous Cyber Defence, Real-Time Threat Detection, Self-Learning Systems, Intrusion Prevention.

How to Cite:

[1] Ms. Sneha Bankar, Om Kalyankar, Rajesh Shinare, Nikita Shinde, Sakshi Landge, “Cyber I: A self-evolving, self-learning, self-protecting AI agent for Autonomous Cyber Threat Detection and Response,” International Journal of Advanced Research in Computer and Communication Engineering (IJARCCE), DOI: 10.17148/IJARCCE.2025.141020