It appears that this happen to my work computer because its Windows Update is synced with the domain. The solution:
HKEY_LOCAL_MACHINE\SOFTWAR
DoubleClick on UseWUServer and change the value to 0.
(USEWUServer value 0 mean takes update from Microsoft Website)
(USEWUServer value 1 mean takes update from WSUS Server)
The other part of the solution was suggested from the source but I have no use of it:
HKEY_LOCAL_MACHINE\SOFTWAR
from above path Delete WUServer and WUStatusServer entry. (If it is exist)