Balancing Privacy and Efficiency: Music Information Retrieval via Additive Homomorphic Encryption

William Zerong Wang, Dongfang Zhao

Modern music retrieval runs on vector embeddings, and once these embeddings are shared for search or matching they can be copied, probed, or used to train generative models. Fully…