Originally published at: https://developer.nvidia.com/blog/bringing-confidentiality-to-vector-search-with-cyborg-and-rapids-cuvs/
In the era of generative AI, vector databases have become indispensable for storing and querying high-dimensional data efficiently. However, like all databases, vector databases are vulnerable to a range of attacks, including cyber threats, phishing attempts, and unauthorized access. This vulnerability is particularly concerning considering that these databases often contain sensitive and confidential information. To…