Towards a Robust Classifier: An MDL-Based Method for Generating Adversarial Examples

no code implementations • 11 Dec 2019 • Behzad Asadi, Vijay Varadharajan

Our final aim is to improve the robustness of the classifier by considering generated examples in rebuilding the classifier.

Malware Detection

An MDL-Based Classifier for Transactional Datasets with Application in Malware Detection

no code implementations • 9 Oct 2019 • Behzad Asadi, Vijay Varadharajan

This involves selecting a model that best compresses the training dataset for each class considering the MDL criterion.

Clustering Malware Detection