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The Mirror Design Pattern: Strict Data Geometry over Model Scale for Prompt Injection Detection

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学术前沿 6.5 分 — Fast, deterministic, non-promptable prompt injection detection via data geometry, pragmatic first-line defense approach
原文: cs.AI updates on arXiv.org

评分 6.5 · 来源:cs.AI updates on arXiv.org · 发布于 2026-04-17

评分依据:Fast, deterministic, non-promptable prompt injection detection via data geometry, pragmatic first-line defense approach

arXiv:2603.11875v2 Announce Type: replace-cross Abstract: Prompt injection defenses are often framed as semantic understanding problems and delegated to increasingly large neural detectors. For the first screening layer, however, the requirements are different: the detector runs on every request and therefore must be fast, deterministic, non-promptable, and auditable.