I mean I'm deleting them when I'm done but I want to cover all the possibilities and rule out the chance of leaving garbage behind. I read about File.createTempFile but it only deletes the temp file after the VM has been stopped...
If you can specify the folder where your files are stored you can create a scheduled task that runs each hour and deletes the files older than one hour.
Take a look at the @Scheduled annotation.