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Research questionHow can providers detect uncompensated document reuse by non-cooperative RAG operators from paraphrased black-box answers?A provider may license documents to a RAG operator but have no visibility into how those documents are reused. Detection is difficult when answers are paraphrased, combine evidence from multiple providers, and can only be observed through black-box interaction.
AI
Evaluation & Benchmarks
Information Retrieval
Natural Language Processing
Retrieval-Augmented Generation
Latest papersRecent research connected to this question, newest first.Rent-a-RAG: Embedding-Space Watermarks for Auditing Third-Party RAGThe problem concerns provider-side, document-level auditing of multi-provider RAG under black-box access, including answers subjected to post-answer laundering. Evidence comes from a primary mixed-provider benchmark and a second benchmark using clinical, cyber-threat-intelligence, and legal corpora; it does not establish performance beyond the evaluated settings.research paper · Sep 3, 2026
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