Real-Time threat identification and categorization in network traffic using deep learning behavioral analysis

Department of Computer Science and Engineering, Bharatiya Engineering Science & Technology Innovation University, BEST Innovation University Head Quarters, India

P. Senthilkumar

psenthilkumarshadan@gmail.com

Department of Computer Science and Engineering, Shadan Women’s College of Engineering and Technology, Hyderabad, India

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DOI: https://doi.org/10.2478/ijssis-2025-0017 | Journal eISSN: 1178-5608

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Language: English

Submitted on: Jan 5, 2025

Published on: May 16, 2025

Published by: Macquarie University, Australia

In partnership with: Paradigm Publishing Services

Publication frequency: 1 issue per year

Keywords:

deep learning behavioral analysis,

real-time threat detection,

dynamic behavior firewalls,

agile correlation-based filter

Related subjects:

Engineering,

Introductions and overviews,

Engineering, other

© 2025 Sai Kiranmai Dornala, P. Senthilkumar, published by Macquarie University, Australia
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Volume 18 (2025): Issue 1 (January 2025)