Spa-VLM crafts paired adversarial images and misleading texts to poison RAG-based VLM knowledge bases, reaching attack success rates above 0.8 with just five injected entries.
Potential for gpt technology to optimize future clinical decision-making using retrieval-augmented generation,
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Spa-VLM: Stealthy Poisoning Attacks on RAG-based VLM
Spa-VLM crafts paired adversarial images and misleading texts to poison RAG-based VLM knowledge bases, reaching attack success rates above 0.8 with just five injected entries.