Some people will not listen. It is as simple as download the Binance app from the official website. All exchanges also works like that. If you access the exchanges on the web, you will see where you can download their apps when you are about to login. All these are easy to avoid but some people are just novice.
I don't think it's the novice but due to carelessness. Some people are not novice at all but they are just lazy to make due verification before interacting with links. Several times, it has been posted here before not to download any exchange app from random link but only from their official website. This forum has been on the fore front guiding people on the potential scam format and how to avoid it. Sadly, some people are not here to benefit from this vital information. Being security conscious is what you need to succeed in this space, it has no regards to you being novice or professional.
But the chances for a experience trader to fall for this trick might be small. As he or she could have known that this is trick already. I'm also from the Philippines and we all know that Binance is no longer accessible to us as the government ban it completely although there are news that they want to make a comeback.
So a newbie or novice will likely fall for this because of their carelessness and not verifying any. And as we have said here, don't trust but verify and this could be very well aptly in this kind of situation. Of course, we should not trust anyone and do not click any link and practice safety everytime.