Karim Mualla

The Illusion of Private AI: Rethinking Data Privacy in Isolated Contextand Private Knowledge Base Systems

Private AI is used in this paper as a deployment-based umbrella term for AI systems whose data and computation are constrained within a defined trust boundary. That boundary may be local or on-device, on-premises or private-network infrastructure, a private or dedicated cloud, or a managed cloud service that provides l...