Sergey Kurilenko

SHARD: cell-keyed residual splitting for alignment-resistant private dense retrieval

Sergey Kurilenko

Dense retrieval systems expose document geometry when vector stores are compromised, and a global protective transform can often be aligned from known pairs. We study SHARD, which splits PCA coordinates into a short routing prefix and a residual protected by independent cell-loca…Read more