You Do Need power plug adapter while traveling from Brunei to Nigeria.

Here is Why You Need An Adapter

The outlet and plug type used in Nigeria are D and G and in Brunei is G. This is how they look like.

Brunei

In Brunei, outlets of type G are in use.

Type G

Nigeria

In Nigeria, outlets of type D and G are in use.

Type D

Type G