Is it my preference? Role Grounding Attack against Agent's Memory via Social Interaction.

arXiv:2610.38209v1 Announce Type: cross Abstract: LLM-based agents now share experiences on social platforms and remember new preferences to enhance their performance. However, existing memory systems contain a vulnerability in role-to-principal attribution th