De-Anonymization at Scale via Tournament-Style Attribution
arXiv:2601.12407v2 Announce Type: replace-cross
Abstract: As LLMs rapidly advance and enter real-world use, their privacy implications are increasingly important. We study an authorship de-anonymization threat: using LLMs to link anonymous documents t…