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most citedIllusions of Relevance: Arbitrary Content Injection Attacks Deceive Retrievers, Rerankers, and LLM Judges

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Can't Hide Behind the API: Stealing Black-Box Commercial Embedding Models

Manveer Singh Tamber, Jasper Xian, Jimmy Lin

Embedding models that generate dense vector representations of text are widely used and hold significant commercial value. Companies such as OpenAI and Cohere offer proprietary emb…