MAGPIE is a 158-scenario benchmark showing large language model agents misclassify and leak contextually private information in multi-agent collaboration, even under explicit privacy instructions.
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MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation
MAGPIE is a 158-scenario benchmark showing large language model agents misclassify and leak contextually private information in multi-agent collaboration, even under explicit privacy instructions.