Known By Their Actions: Fingerprinting LLM Browser Agents via UI Traces

William Lugoloobi, Samuelle Marro, Jabez Magomere +2

As LLM-based agents increasingly browse the web on users' behalf, a natural question arises: can websites passively identify which underlying model powers an agent? Doing so would…