This paper sets out the key privacy implications of processing biometric data in the EU and Switzerland, Canada, USA and the Asia Pacific region (covering Japan, Singapore, Hong Kong and Australia). This paper will touch on legislation and best practice recommendations in these jurisdictions without going into the details of specific laws.