All you can do is add filters on the the embedded text that can be modified by a legitimate paypal user.. Still haven't got feedback from Paypal on whether these are scam signups, or compromised legitimate paypal accounts yet..

A bit of a whack a mole, but telephone scam needs a telephone number, so our targeted rules use those, and some phrasology, but that only helps for known samples, and cannot predict future ones..

Trying to add a high scoring rule safely on only a single short bit of text is pretty difficult, especially when the legitimate notices are so close in context..

Not sure this should be something that SA tackles, it is a source problem at PayPal.. sure people appreciate your efforts though.


On 2024-12-06 11:06, John Hardin wrote:

Folks:

Re the recent surge of paypal frauds apparently sent via the legit paypal infrastructure...

I've started getting these too so I have some samples to work with, and I'm adding some rules to try to detect them based on those, but I don't regularly use paypal so my ham corpus for paypal messaging is somewhat thin.

As they are abusing the legit paypal infrastructure the distinction between legit and fraud as far as analysis goes will potentially be difficult.

If possible, we should be ensuring that there is a good amount of *legit* paypal messaging in our ham corpora so that the rule evaluations are less FP-prone.

If you can do anything to increase the number of legit paypal messages in your ham corpus, please do so...


Thanks!




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