When we bought our house last year, the packet came with a big, bright red page (as well as a verbal warning from our loan officer) to look out for these scams.
Same for me a year ago, and they called early in the morning on the day of closing to repeat the warning. It wasn't even mentioned when I closed on a house seven years ago.
I tend to phone people I'm making transfers to, where they've emailed or otherwise electronically sent the sort code and account number, to verify. Adds a couple of minutes, but could save tens of thousands.
Similar, my old and jaded real estate agent said "don't trust this computer shit, call me or call the loan people on anything involving money or signing something"