Lattice-based cryptography is a type of post-quantum cryptography that relies on the hardness of lattice problems, which are believed to be resistant to attacks by quantum computers. It offers a promising avenue for secure encryption, digital signatures, and other cryptographic protocols in a future where quantum computing could break traditional cryptographic schemes.