Transform Before You Query: A Privacy-Preserving Approach for Vector Retrieval with Embedding Space Alignment

Ruiqi He, Zekun Fei, Jiaqi Li +5

Vector Database (VDB) can efficiently index and search high-dimensional vector embeddings from unstructured data, crucially enabling fast semantic similarity search essential for m…