It would be impossible to follow the GDPR otherwise, all data would implicitly be PII, since all data is associated with an IP address and GDPR defines IP as PII.
> GDPR doesn't apply only to storage, though?
This doesn't matter, because you can always collect data for business critical purposes, which fraud protection reasonably is.