Toward a Secure Future: An Integrated Framework for PII Detection Using NLP and Visual Analysis

Safeguarding Personally Identifiable Information (PII) is critical to prevent data breaches and identity theft in the era of digital services. This paper presents a hybrid PII detection and secure verification system that integrates rule-based regular expressions, transformer-based spaCy NLP, BERT m...

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Bibliografische gegevens

Hoofdauteurs:	S. Sheela, P. S. Akshatha, M. R. Kushalatha, S. M. Dilip Kumar
Formaat:	Artigo
Taal:	Inglês
Gepubliceerd in:	IEEE 2026-01-01
Reeks:	IEEE Access
Onderwerpen:	Blockchain hybrid model personally identifiable information PII detection privacy preservation swin transformer
Online toegang:	https://ieeexplore.ieee.org/document/11418673/
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