User behavior analytics leads the security analytics charge

Security analytics may hold promise. The reality is a ways off. One area ahead of the curve, however, is tracking inside-user behavior. User behavior analytics (UBA) relies on statistical modeling, machine learning and data science to identify patterns of behavior and compare them against other human or machine activities. These technologies develop normal versus abnormal behavior profiles by collecting information on users' activities across IP addresses, accounts and devices.