Is $G= \mathbb{Z}$ a group with binary operation defined as $a \cdot b \equiv a - b$?
I am pretty sure the answer is NO but I would like some verification on my reasoning below:
Associativity fails as in:
Let $a,b,c \in G$ then $a \cdot (b \cdot c) = a \cdot (b-c) = a - (b-c) = a - b + c$.
But $(a \cdot b) \cdot c = (a-b) \cdot c = a - b - c \neq a \cdot (b \cdot c)$.
Identity
Let $a \in G$. Then $a \cdot 0 = a - 0 = a$, so $0$ is the additive identity of $a$, hence the identity element in $G$. But $0 \cdot a = 0 - a = -a \neq a \cdot 0$
Inverse
Let $a \in G \backslash \{0\}$. Assume $G$ is a group, then $a$ has an inverse $a^{-1}$. So $a \cdot a^{-1} = a - a^{-1} = a - (-a) \neq 0$.
I am confident about associativity, but I am not sure if my arguments about the inverse and identity are justified.
The lack of associativity and identity is correctly proven, good job on that note.
You cannot even talk about the inverse, because you need the identity to talk about the inverse (for every $a$ you need $a^{-1}$ so that $a \cdot a^{-1}$ is the identity , but you've already shown there isn't any : when you talk about $a+ a^{-1} \neq 0$, then why are you using $0$ in the paragraph when it is not the identity?).
As pointed out earlier, to prove that something is not a group it is sufficient to contradict any one of the properties. For example, if there's no identity then there's no need to look at associativity.
The notion of inverse comes only once an identity element has been discovered : if that itself is not there, then we cannot even discuss the inverse axiom.