Provide a more in-depth explanation of what a challenge-response authentication system involves and how it works. In terms of security, how does it stack up against a traditional system that relies on passwords?

Cryptography is a term used in computer science to describe secure information and communication techniques that transform messages in difficult-to-decipher ways using mathematical concepts and a set of rule-based calculations known as algorithms.