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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)

International Peer Reviewed & Refereed Journals, Open Access Journal

IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.

ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013

Call For Paper - Volume 14 | Issue 4 | Month- April 2026

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  Published Paper Details:

  Paper Title

Autonomous AI Agent Framework for Cyber Threat Intelligence

  Authors

  Jayaprakash Y M

  Keywords

Cyber Threat Intelligence, Autonomous AI Agent, Threat Detection, Anomaly Detection, Agentic AI, Real-Time Monitoring

  Abstract


The increasing complexity, speed, and volume of modern cyber attacks such as APTs, ransomware, and zero-day exploits have made traditional, human-dependent Cyber Threat Intelligence (CTI) systems insufficient for real-time detection and response. To address these challenges, this project proposes an Autonomous AI Agent Framework for Cyber Threat Intelligence that leverages Machine Learning, Natural Language Processing, agentic reasoning, and tools such as Python, Fas tAPI, Wireshark/Pyshark, Elastics earch, Kibana, Lang Chain, and the Open AI GPT-4 API. The system autonomously collects, analyzes, correlates, and interprets network traffic and threat intelligence feeds to identify anomalies, extract Indicators of Compromise, classify threats, and generate actionable reports.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2010548

  Paper ID - 299184

  Page Number(s) - 4189-4193

  Pubished in - Volume 8 | Issue 10 | October 2020

  DOI (Digital Object Identifier) -    https://doi.org/10.56975/ijcrt.v8i10.299184

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Jayaprakash Y M,   "Autonomous AI Agent Framework for Cyber Threat Intelligence", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.8, Issue 10, pp.4189-4193, October 2020, Available at :http://www.ijcrt.org/papers/IJCRT2010548.pdf

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Call For Paper April 2026
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ISSN and 7.97 Impact Factor Details


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ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
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