---
title: "Prompt Leakage Controls for Reusable Evaluation Suites"
authors: "Ibrahim, Noor"
year: "2024"
abstract: "A synthetic methods note on separating private prompts, public rubrics, and reusable evaluation fixtures."
doi: ""
topic_cluster: "llm-evaluation-harness"
status: "unread"
ingested_at: "2026-04-01T10:04:00Z"
tags: ["prompting", "security"]
labels: ["risk"]
zotero-key: "SAMPLE02"
---
# Prompt Leakage Controls for Reusable Evaluation Suites

This synthetic paper note covers leakage checks for benchmark prompts and grader rubrics.
