Cryptographic hash functions are algorithms that take an input and produce a fixed-size string of bytes that appears random, ensuring data integrity and authenticity. They are fundamental in various security applications, including digital signatures, password storage, and blockchain technology, due to their properties of determinism, pre-image resistance, and collision resistance.