AINeutralarXiv – CS AI · 6h ago6/10
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Policy-aware Vector Search: A Vision for Fine Grained Access Control in Vector Databases
Researchers propose a framework for implementing Fine-grained Access Control (FGAC) in vector databases, addressing a critical security gap as these systems become essential for AI applications. The paper identifies fundamental tensions between enforcing access policies, maintaining search accuracy, and preserving query performance in vector database architectures.