Whose Credential Is It? How Owner Attribution in Agent MemoryShapes Cross-User Account Misuse.

arXiv:2610.25707v1 Announce Type: new Abstract: Shared long-term memory lets an LLM agent serving one user inadvertently retrieve another user's credentials, but it is unclear when such exposure leads to actual harm. We introduce a three-stage audit that separ