Defending SVMs against poisoning attacks: the hardness and DBSCAN approach

Hu Ding, Fan Yang, Jiawei Huang

Abstract: Adversarial machine learning has attracted a great amount of attention in recent years. Due to the great importance of support vector machines (SVM) in machine learning, we consider defending SVM a...