One-Class SVM with Privileged Information and its Application to Malware Detection

Evgeny Burnaev, Dmitry Smolyakov

A number of important applied problems in engineering, finance and medicine can be formulated as a problem of anomaly detection. A classical approach to the problem is to describe…