Automated Cyber Threat Identification Using Natural Language Processing

Parumanchala Bhaskar, Kandukuri Ramachari, Shaik Arbas Basha, Kamireddy Vivekananda Reddy, Bandi Malleswara Reddy, Suravi Ravi Teja

2025

Abstract

This abstract paper addresses this challenge through the application of Natural Language Processing (NLP) to facilitate the automation of cyber threat detection. The suggested system uses modern NLP methods to interpret large volumes of textual data from sources including cybersecurity reports, social media, forums and dark web conversations. In an increasingly digital world, cyberthreats are becoming more common and present a major security and privacy threat. As malevolent behaviour is dynamic, most conventional threat detection mechanisms tend to lag. The solution aims to enhance the resilience of digital infrastructures against cyberattacks by improving the precision, effectiveness, and scalability of threat detection. As there are rapid dynamics of the digital world, the cyberattacks are also growing to be more sophisticated and bigger than ever. This research will solve this basic problem by creating a mechanised system for cyber threat identification using some Natural Language Processing (NLP). The solution aims to strengthen the defences of digital infrastructures against cyberattacks by increasing the precision, effectiveness and scalability of threat detection.

Paper Citation

in Harvard Style

Bhaskar P., Ramachari K., Basha S., Reddy K., Reddy B. and Teja S. (2025). Automated Cyber Threat Identification Using Natural Language Processing. In Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25; ISBN 978-989-758-777-1, SciTePress, pages 614-619. DOI: 10.5220/0013887300004919

in Bibtex Style

@conference{icrdicct`2525,
author={Parumanchala Bhaskar and Kandukuri Ramachari and Shaik Basha and Kamireddy Reddy and Bandi Reddy and Suravi Teja},
title={Automated Cyber Threat Identification Using Natural Language Processing},
booktitle={Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25},
year={2025},
pages={614-619},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013887300004919},
isbn={978-989-758-777-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25
TI - Automated Cyber Threat Identification Using Natural Language Processing
SN - 978-989-758-777-1
AU - Bhaskar P.
AU - Ramachari K.
AU - Basha S.
AU - Reddy K.
AU - Reddy B.
AU - Teja S.
PY - 2025
SP - 614
EP - 619
DO - 10.5220/0013887300004919
PB - SciTePress