Detecting load redistribution attacks via support vector models - Chu, Zhigang; Kosut, Oliver; Sankar, Lalitha (IET Smart Grid, 2020)
Keywords: Algorithms; attack consequences; attack space; Classification; cyber-attacks; Design; detection framework; Electric power; historical load data; IEEE 30‐bus system; learning (artificial intelligence); load forecasting; load redistribution attacks; Machine learning; multioutput support vector regression load predictor; Neural networks; normal data; publicly available PJM zonal loads; random attacks; random LR attacks; redistribute loads; regression analysis; Sensors; Spatial data; Special Section: Privacy and Security in Smart Grids; subsequent support vector machine attack detector; Support vector machines; support vector models; SVM attack detector; SVM detector; SVR predictor; IEEE 30-bus system; redistribute loads; cyber-attacks; support vector machines; detection framework; load redistribution attacks; multioutput support vector regression load predictor; regression analysis; historical load data; SVM detector; publicly available PJM zonal loads; support vector models; normal data; random LR attacks; SVR predictor; attack consequences; load forecasting; attack space; SVM attack detector; learning (artificial intelligence); random attacks; subsequent support vector machine attack detector