Yujuan Ding
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126
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2026
Inference Cost Attacks for Retrieval-Augmented Large Language Models
This paper introduces a novel attack, RA-ICA, that targets RAG-enhanced LLMs by poisoning external knowledge bases to drastically increase inference costs, achieving up to a 13.12x increase in token consumption.
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