Once a gift deed is executed and registered in your name, it becomes your absolute and exclusive property. As the transfer takes place during the lifetime of your father, it cannot be termed inheritance.
Your father's creditors cannot attach this property as it is not inheritance.
It is good that you pay the consideration to your father separately even though on record he gifts the property.