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cs.LG2019
Towards a Robust Classifier: An MDL-Based Method for Generating Adversarial Examples
Behzad Asadi, Vijay Varadharajan
We address the problem of adversarial examples in machine learning where an adversary tries to misguide a classifier by making functionality-preserving modifications to original sa…
cs.LG2019
An MDL-Based Classifier for Transactional Datasets with Application in Malware Detection
Behzad Asadi, Vijay Varadharajan
We design a classifier for transactional datasets with application in malware detection. We build the classifier based on the minimum description length (MDL) principle. This invol…