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University of Electronic Science and Technology
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Auditing CLIP backdoors reveals that textual encoders can become carriers of adversarial behavior, exposing a critical vulnerability in model deployment.
Existing corpus poisoning attacks falter in realistic RAG systems, but the new CRCP framework ensures adversarial effectiveness by aligning chunking and reranking processes.
