All news

The Black-Hole Attack poisons vector databases by inserting a few vectors near the centroid of the stored embeddings. Hubness in high dimensions then pulls them into the top-k for up to 94.4% of queries.

RemoteANN does nearest-neighbor search directly on object storage with up to 16.1x fewer requests and 5.9x higher throughput than baselines.