Hugging Face 實驗在 Hub 上使用 Presidio 自動偵測個人識別資訊 (PII)
Original: Experimenting with Automatic PII Detection on the Hub using Presidio
As open-source AI has flourished, Hugging Face Hub has become the world's largest hosting platform for machine learning models and…
Hugging Face 正在 Hub 上實驗一項新功能，利用微軟開源的 Presidio 引擎自動偵測數據集中的個人識別資訊（PII）。此舉旨在防止敏感數據（如身分證號、信用卡、電子郵件等）意外洩露，提升開源 AI 社群的數據隱私與合規性。開發者將能更輕鬆地在分享或訓練模型前，識別並清理敏感資訊。
As open-source AI has flourished, Hugging Face Hub has become the world's largest hosting platform for machine learning models and datasets. However, open-source datasets often contain sensitive personally identifiable information (PII — such as email addresses, phone numbers, ID numbers, credit card numbers, etc.), which not only creates privacy breach risks but may also violate regulations such as GDPR.
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