Many real world problems that require authorship attribution, such as forensics (e.g., Luyckx and Daelemans (2008)) or authorship dispute for old literature (e.g., Mosteller and Wallace (1984)) may not have in-domain training data readily available.
most previous work to date has focused on authorship attribution only for in-domain text (e.g., Stamatatos et al.