> Under the GDPR they're legally required to give you all the data they have on you; this is non-negotiable.
To play devil's advocate: they might argue that the fraudulent transaction contains/might contain PII of the fraudster and they are protecting his privacy. Sounds crazy, but I wouldn't be that surprised.