In the context of the Advanced Encryption Standard (AES) block cipher cryptosystem, understanding the properties of a field, particularly a Galois Field (GF), is important. A Galois Field, also known as a finite field, is a field that contains a finite number of elements. The properties of such fields are foundational to many cryptographic algorithms,