The bad guys are adapting and innovating in their fraud efforts, and the good guys are playing catch-up to predict and eliminate fraud as consumers move more of their financial lives online. Now more than ever, to stay ahead, the good guys will have to continuously identify vulnerabilities and subsequently deploy technologies to combat them, maximize automation for identity validation, and take advantage of advanced machine learning models to combat emerging fraud patterns.