No, the software won't work with Edge. In fact, Edge is not Internet Explorer. It's a different browser developed and released by Microsoft.
According to the developer's information, the software works in compatibility with the following browsers:
- Internet Explorer 5.5 and higher
- Mozilla Firefox 1.0 and higher
For more information, browse to the following website: http://www.browsertools.net/IE-Privacy-Keeper/