The Interlocutor Effect: Why LLMs Leak More Personal Data to Agents Than Humans

Faouzi El Yagoubi, Godwin Badu-Marfo, Ranwa Al Mallah

Large Language Models (LLMs) alter their privacy behavior based on the perceived identity of their interlocutor. While safety mechanisms typically prevent LLMs from releasing Perso…