Mind the Gap: Robustness Risks in PII Detection Systems Benchmark

What is Mind the Gap: Robustness Risks in PII Detection Systems?

A stress test benchmark for PII detection systems across seven distribution shifts, used to compare failure modes of SpaCy, Presidio, and Qwen2.5-3B.

Released

2026-09-03

Evaluates

General AI, Robustness, Safety & Trustworthiness, cs.LG

Openness

unknown

Importer

Claire Radar

Review status

ai-name-audit-deferred

Reported scores

0

Source provenance

• Original evidence https://arxiv.org/abs/2609.03464

Mind the Gap: Robustness Risks in PII Detection Systems paper

• Paper https://arxiv.org/abs/2609.03464

Which sources cite Mind the Gap: Robustness Risks in PII Detection Systems?

• Mind the Gap: Robustness Risks in PII Detection Systems

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