The only way, besides trusting the cloud provider, is encryption. Homomorphic encryption allows you to run calculations on encrypted data without decrypting it.

The only way, besides trusting the cloud provider, is encryption. Homomorphic encryption allows you to run calculations on encrypted data without decrypting it. However, besides the performance penalty, it leaks information.