barek2k2
/

bert_hipaa_sensitive_db_schema

Text Classification

mHealth Application

column name classifier

data field classifier

text-embeddings-inference

Model card Files Files and versions

barek2k2 commited on Jun 17, 2025

Commit

486de3a

·

verified ·

1 Parent(s): 011793f

readme updated

Files changed (1) hide show

README.md +1 -1

README.md CHANGED Viewed

@@ -90,7 +90,7 @@ In the healthcare industry, safeguarding sensitive patient data is of utmost imp
 This research work proposes a novel approach that uses BERT based LLM for identifying sensitive database columns into the database schema in order to avoid PHI HIPAA violation.
 #### Disclaimer
-This LLM model is fine-tuned with synthetic dataset(~50K) and is provided for research and educational purposes only. Always verify compliance before using in production environments.
 ---

 This research work proposes a novel approach that uses BERT based LLM for identifying sensitive database columns into the database schema in order to avoid PHI HIPAA violation.
 #### Disclaimer
+This LLM model is fine-tuned with synthetic dataset(~5K) and is provided for research and educational purposes only. Always verify compliance before using in production environments.
 ---