diff --git a/netbox/ipam/forms/model_forms.py b/netbox/ipam/forms/model_forms.py
index cf8117bf7..ac75e2cc3 100644
--- a/netbox/ipam/forms/model_forms.py
+++ b/netbox/ipam/forms/model_forms.py
@@ -351,6 +351,18 @@ class IPAddressForm(TenancyForm, NetBoxModelForm):
                 'primary_for_parent', "Only IP addresses assigned to an interface can be designated as primary IPs."
             )
 
+        # Do not allow assigning a network ID or broadcast address to an interface.
+        if interface and (address := self.cleaned_data.get('address')):
+            if address.ip == address.network:
+                msg = f"{address} is a network ID, which may not be assigned to an interface."
+                if address.version == 4 and address.prefixlen not in (31, 32):
+                    raise ValidationError(msg)
+                if address.version == 6 and address.prefixlen not in (127, 128):
+                    raise ValidationError(msg)
+            if address.ip == address.broadcast:
+                msg = f"{address} is a broadcast address, which may not be assigned to an interface."
+                raise ValidationError(msg)
+
     def save(self, *args, **kwargs):
         ipaddress = super().save(*args, **kwargs)