I am using HTTP Event Collector & Splunk logging for java (logback). The events contain a username (e-mail address) which needs to be obfuscated. I'm looking for suggestions on how to best do this while still allowing me to do stats by username. For example, replace username with some sort of id? My gut tells me the best way would be to ask the app team handle this before logs are generated.