Homomorphic encryption allows computations on encrypted data without decrypting it first.

Homomorphic encryption enables performing calculations on ciphertext, producing encrypted results that, when decrypted, match operations performed on plaintext. Critical for privacy-preserving cloud computing, secure voting, and confidential AI inference. Still computationally intensive but advancing with research and hardware acceleration.