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

Priyanka Mudgal, Kai Zhao, Guilin Zhang +4

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:…