Anyone in Guantanamo is not a credible source when it comes to things the US wants to believe. See WMDs in Iraq.

why would they leave their homeland secretly?

What do you mean secretly? Chinese people don’t have to sneak out of China.

I can’t recommend any books on development of terrorism in Xinjiang if you want to know more, maybe ask in /c/History.