
LLMs De-Anonymize from Weak Cues
LLM agents reconstruct real identities from sparse, non-identifying cues by combining with public data. Evaluated on Netflix (79.2% success), AOL, InferLink benchmark, and text artifacts. Inference-driven linkage emerges even in benign tasks, urging privacy reevaluation.





