Homomorphic Encryption

Homomorphic Encryption for AI: The Trade-Off Between Privacy and Performance

Homomorphic encryption enables computations on encrypted data for secure AI inference, but it introduces significant performance overhead. Organizations must carefully evaluate this trade-off against alternatives like secure enclaves to balance privacy needs with operational demands.