17–19 Sept 2025
Tehnical University of Moldova
Europe/Bucharest timezone

Monitoring and Analyzing Cybersecurity Conversations in Darkweb Forums

18 Sept 2025, 15:45
15m
Room 1

Room 1

Technical University of Moldova
Paper presentation Security & Resilience in Cyber-Physical Systems Doctoral Symposium

Speaker

Mr Traian Becheru (National University of Science and Technology Politehnica Bucharest)

Description

Cybersecurity threats are increasingly orches-
trated on hidden and encrypted digital platforms (e.g., Tele-
gram channels and dark web forums). This trend creates
significant challenges for organizations that need timely
threat intelligence from such closed communities. In this
paper, we propose a framework for monitoring and analyz-
ing cybersecurity-related conversations across public and
private online spaces. Our approach integrates advanced
data collection techniques with natural language processing
(NLP) and smart correlation to extract actionable threat
intelligence in real time.The actual work presented in
this paper assumes a GPU-optimised multilingual NLP
pipeline and and the current results resume to forming
a comprehensive english dataset that will go through a
Filtering and Correlation pipeline, that will be used to
extract and generate threat intelligence reports and alerts
about trends in threat actor discussions.

Author

Mr Traian Becheru (National University of Science and Technology Politehnica Bucharest)

Co-authors

Dr Laura Ruse (National University of Science and Technology POLITEHNICA Bucharest) Mrs Daria Stănescu (National University of Science and Technology Politehnica Bucharest) Mrs Maria Chiper (University of Bucharest)

Presentation materials

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