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[Music] hello everyone my name is patrick and im here with my colleague adrian we are representing national bank of canada one of the biggest financial institutions in canada and were here to present our work on generating synthetic transactional profiles lets start by giving you a little bit of context in the last couple of years canadian institutions had major data bdocHubes for example equifax in 2017 de jardin in 2019 and very recently uh the cra this made people realize that insider threats among other causes but this one being one of the causes is very real and have huge consequences giving access to sensitive data to an employee is always a risk but of course you also want to bring value to customers with data so thats the challenge we face as big institutions many teams are working on these questions at nbc following industry standards of course but with my colleague we wanted to think a little bit outside the box and we asked ourselves what if we could simply get rid of cl