Give an in-depth explanation of how a challenge-response authentication system works. When compared to the security offered by a conventional password system, how does it fare?

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.