Show HN: Sensored – streaming-first PII/PHI redaction (github.com)

Sensored has announced a new streaming-first library for redacting personally identifiable information (PII) and protected health information (PHI) in TypeScript. The library utilizes 129 regex detectors and optionally incorporates named entity recognition (NER) through `compromise.js` and AI-driven semantic confirmation with TypeSafe's Jev, significantly enhancing data protection capabilities. By opting for semantic confirmation, users can reduce false positives, as the AI model validates detected PII candidates before they are redacted. This development is significant for the AI and machine learning community because it offers an efficient and reliable method to handle sensitive information, particularly in compliance-heavy environments like healthcare and finance. Achieving 100% precision and recall in independent evaluations, Sensored empowers developers to integrate robust redaction processes into their applications seamlessly. The library also comes with a command-line interface for easy use, allowing developers to redact, inspect, and restore PII from text files and streams. Overall, Sensored represents a major step forward in ensuring data privacy while leveraging AI to improve detection accuracy.