Prime numbers are natural numbers greater than 1 with only two divisors, 1 and themselves. They are fundamental in number theory and play a crucial role in cryptography for secure communication. Prime numbers help in understanding the structure of other numbers through factorization. Their unique properties make them valuable in computer science and encryption.