I got the same - there's a "cancel" option on the activity page link to the invoice - but it looks like that would send an email to the scammer - which just gives them more info for further phishing attempts - there really needs to be a report/delete button that doesn't confirm to the scammer that the email address they used is a valid paypal account.
... View more