Yassine Cherair

Why regex-based DLP breaks on real documents (and what works instead)

Traditional DLP fails on unstructured text. Here's how a 570M-parameter span-scoring transformer handles what regex can't — architecture, fine-tuning, benchmarks, and a live demo. The DLP problem nob