De-Anonymization at Scale via Tournament-Style Attribution

Lirui Zhang, Huishuai Zhang

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 anonymou…