FHE

FHE allows computation on encrypted data without decrypting it first, so a server can process sensitive data while never seeing the plaintext values. A client encrypts data, sends it to a server, the server performs computations on ciphertext, and returns an encrypted result that only the client can decrypt.

FHE remains computationally expensive but is advancing rapidly for privacy-preserving analytics use cases.