Smart grids can enhance the dependability, security, and efficiency of an electric grid. At the same time, the increasing reliance on communication technology exposes these systems to cyberattacks. In his doctoral dissertation at the University of Vaasa, Sayawu Diaba presents unique machine-learning algorithms for evaluating, detecting, and classifying cyberattacks on smart grids.