Try inheriting from ConfigurationSection. This blog post by Phil Haack has an example.
Confirmed, per the documentation for IConfigurationSectionHandler:
In .NET Framework version 2.0 and above, you must instead derive from the ConfigurationSection class to implement the related configuration section handler.