SMU Associate Professor of Information Systems Steven Hoi and his fellow researchers have developed the URLNet which can detect malicious URLs using Machine Learning. The researchers trained URLNet on two data sets, one containing a million legitimate and malicious URLs and one with five million. In each case, URLNet beat other current systems at detecting suspicious sites.