Large-Scale Online Deanonymization with LLMs

This research demonstrates that LLM agents can effectively deanonymize users online by inferring personal details from their posts and searching the web. The study developed benchmarks using cross-platform matching and split accounts, showing high precision even with large candidate pools, and successfully identified individuals in a real-world dataset.