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Mapping Natural Language Security Text to CWEs using NLP techniques and SecureBERT vector embeddings

Toma, A.F. (2025) Mapping Natural Language Security Text to CWEs using NLP techniques and SecureBERT vector embeddings.

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Abstract:The fast growth of technology has opened ways of knowledge and sources of information to humanity but has also significantly increased the exposure to cyber threats. This increase also resulted in a rise of many vulnerabilities and weaknesses in software and systems, providing opportunities for malicious actors to exploit and compromise private data and disrupt key services. The study addresses the challenge of the lack of labeled datasets for CTI reports and security blogs.
Item Type:Essay (Bachelor)
Faculty:EEMCS: Electrical Engineering, Mathematics and Computer Science
Subject:54 computer science
Programme:Computer Science BSc (56964)
Link to this item:https://purl.utwente.nl/essays/105155
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