DeRAG shows that five or fewer tokens found by differential evolution can make black-box RAG retrievers rank a chosen wrong document near the top on small BEIR subsets.
Differential evolution – a simple and efficient heuristic for global optimization over continuous spaces
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DeRAG: Black-box Adversarial Attacks on Multiple Retrieval-Augmented Generation Applications via Prompt Injection
DeRAG shows that five or fewer tokens found by differential evolution can make black-box RAG retrievers rank a chosen wrong document near the top on small BEIR subsets.