Large prime numbers play a crucial role in cryptography, particularly in RSA encryption, which relies on modular arithmetic with these primes. The security of RSA hinges on the difficulty of factoring the product of large primes, making decryption challenging. For instance, the RSA-200 semiprime was factored using extensive computational resources, illustrating the complexity involved. Beyond cryptography, large primes are utilized in numerical algorithms, pseudorandom number generation, and private information retrieval schemes. Their applications extend into various fields, showcasing their versatility and importance.