Prime numbers are significant in mathematics because they have unique properties that make them essential in various mathematical fields. These properties include the fact that they can only be divided by 1 and themselves, they are the building blocks of all other numbers, and they are crucial in number theory and cryptography. Prime numbers also play a vital role in computer science, where they are used in algorithms and encryption techniques.