Beyond Regex: Why General LLMs Fail at PII Discovery
Regex misses context, general LLMs over-redact and burn GPUs. The right answer is hybrid — pattern matching for what's deterministic, specialized AI for what isn't.
Using an LLM or Pattern-based Rules for PII/PHI Redaction
In our data-driven world, being able to protect Personally Identifiable Information (PII) and Protected Health Information (PHI) is imperative. Whether you’re securing customer data, complying with regulations like GDPR or HIPAA, or simply aiming for responsible data handling, the need to effectively redact sensitive information is crucial. Today, there are two primary approaches: leveraging the…