Former Prime Ministers do have a team of Personal Protection Officers, as do certain former Cabinet Ministers.
So, the tax payer is paying for quite a lot of security for these former politicians.
Previous prime ministers such as Tony Blair and David Cameron continue to receive security, so it's likely it will be the same with Theresa May.
https://www.bbc.co.uk/news/newsbeat-49086596