Chapter 8 of William Stallings' cryptography textbook focuses on number theory, discussing concepts like prime numbers, their factorization, and relevance in cryptography. It also covers Fermat's theorem, the Euler totient function, primality testing methods, and the Chinese remainder theorem. Key mathematical principles, including primitive roots and discrete logarithms, are explored, emphasizing their computational complexity and importance in network security.