Experimenting with Automatic PII Detection on the Hub using Presidio
At Hugging Face, we’ve noticed a concerning trend in machine learning (ML) datasets hosted on our Hub: Undocumented private information about individuals. This poses some unique challenges for ML practitioners.
In this blog post, we’ll explore different types of datasets containing a type of private information known as Personally Identifying Information (PII), the issues they present, and a new feature we’re experimenting with on the Dataset Hub to help address these challenges.
In this blog post, we’ll explore different types of datasets containing a type of private information known as Personally Identifying Information (PII), the issues they present, and a new feature we’re experimenting with on the Dataset Hub to help address these challenges.
Types of Datasets with PII
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