PII Redaction
Project information
- Category: Machine Learning
- Project date: March, 2024
- Skills: NLP, Python, ML, HTML, CSS
In today's data-driven world, handling personal identifiable information (PII) with utmost care is crucial to maintain privacy and comply with regulations such as GDPR and CCPA. Organizations often need to share data for various purposes, but sharing PII can lead to significant privacy risks and potential legal repercussions. The challenge lies in efficiently identifying and redacting PII from data to ensure its safe handling and distribution.
Solution OverviewThis project addresses this critical need by developing a comprehensive system for the best redaction and detection of PII in a series of virtual conversations (vCons). The solution involves two main components: