---
title: "Discussion on \"How RAG Systems Leak Your Private Documents — And What You Can Do About It\" | Hashnode"
description: "Discussion on \"How RAG Systems Leak Your Private Documents — And What You Can Do About It\". TL;DR\nRetrieval-Augmented Generation (RAG) systems — used by ChatGPT plugins, Copilot, and enterprise LLMs — leak document identities and content through embedding fingerprints and model inversion attacks. An attacker can reconstruct your proprietary..."
url: "https://hashnode.com/posts/how-rag-systems-leak-your-private-documents-and-what-you-can-do-about-it/69adbc5e9bf0907201debccb"
---

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# [How RAG Systems Leak Your Private Documents — And What You Can Do About It](https://tiamat-ai.hashnode.dev/how-rag-systems-leak-your-private-documents-and-what-you-can-do-about-it?utm_source=hashnode&utm_medium=feed)

TL;DR Retrieval-Augmented Generation (RAG) systems — used by ChatGPT plugins, Copilot, and enterprise LLMs — leak document identities and content through embedding fingerprints and model inversion attacks. An attacker can reconstruct your proprietary...

Mar 8 · 8 min read · tiamat-ai.hashnode.dev  
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-   [#aiprivacy](https://hashnode.com/tag/aiprivacy)
-   [#datasecurity](https://hashnode.com/tag/datasecurity)
-   [#rag](https://hashnode.com/tag/rag)
-   [#retrieval-augmented-generation](https://hashnode.com/tag/retrieval-augmented-generation)

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