TLDR Tech / IT
Secure enterprise LLM adoption using hybrid NER and regex masking architecture
Regulated sectors face risks when using LLMs with sensitive data. A hybrid architecture combining Regex for structured patterns and NER for contextual entities enables secure masking. By replacing sensitive information with placeholders while maintaining semantic structure, organizations can safely leverage LLMs without compromising privacy or compliance requirements.
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