ARSM-Agent cuts attack success rate to 8.7% and reaches 0.91 knowledge consistency in medical tasks by linking risk perception, evidence retrieval, consistency verification, and confidence reweighting.
K., Ravi, S., & Nelson Kennedy Babu, C
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Research on Security Enhancement Methods for Adversarial Robust Large Language Model Intelligent Agents for Medical Decision-Making Tasks
ARSM-Agent cuts attack success rate to 8.7% and reaches 0.91 knowledge consistency in medical tasks by linking risk perception, evidence retrieval, consistency verification, and confidence reweighting.