A Rank-SVM Approach to Anomaly Detection

Jing Qian, Jonathan Root, Venkatesh Saligrama +1

We propose a novel non-parametric adaptive anomaly detection algorithm for high dimensional data based on rank-SVM. Data points are first ranked based on scores derived from neares…