#natural language process...
May 2026
How Do Document Parsers Break? Auditing Structural Vulnerability in Document Intelligence
ProSA is proposed, a lightweight output-level auditing framework that decouples controlled probing, policy-driven targeting, and structure-aware diagnosis to analyze where structural identity is lost, at what exposure granularity failures emerge, and how failures propagate.
Yuen Chen, Yihao Wang, Ziyi Tang et al.
· arXiv.org · 0 citations