Access modifiers do not prevent inheritance. Instead, access modifiers affect what you can and cannot see in the subclass. Those private members and attributes are still in your subclasses.

There is a reason why Java method modifiers exist. If you call public methods internally and don't understand why, your developers could face major class issues.