Hi Yuan,
Both 'false' and 'fake' can be used. The focus is slightly different:
false = information that is not true
fake = a thing is not genuine/real
If you're saying a 'false' passport, the focus is on the information not being true.
If you're saying a 'fake' passport, the focus is on the physical object not being real/genuine.
I hope this helps!
-Josh