MemLeak: Cross-User Semantic Leakage in Multi-Tenant AI Agent Memory.

arXiv:2610.04195v1 Announce Type: new Abstract: Personal AI agents in enterprise multi-tenant deployments share a common vector store for long-term memory. Shared embedding spaces create a surface for cross-user memory leakage: a user's query can retrieve sema