LINQ to XML to update an attribue value?

I have this section in an xml file. I need to change the value for the AdminPassword.
What are the LINQ to XML statements I should use?

<configuration>
  <appSettings>
    <add key="AdminUsername" value="admin"/>
    <add key="AdminPassword" value="admin"/>
...
</appSettings>

Select allOpen in new window