From Weak Cues to Real Identities: Evaluating Inference-Driven De-Anonymization in LLM Agents

Myeongseob Ko, Jihyun Jeong, Sumiran Singh Thakur +2

Anonymization is often assumed to protect privacy once explicit identifiers are removed, because re-identification has historically required specialized expertise, tailored algorit…