We are planning to integrate a data anonymizer tool in our application. This work will used for a thesis and we are thinking of what are other methods can be used to do the platform evaluation part, other than the user study to test the usability.
I personally think all data should be confidential to the author and only released with written permission by the corresponding author for study purposes only. I would not contribute my data due to some having been stolen in the past :)