Using Randomness to Improve Robustness of Machine-Learning Models Against Evasion Attacks

Fan Yang, Zhiyuan Chen

Machine learning models have been widely used in security applications such as intrusion detection, spam filtering, and virus or malware detection. However, it is well-known that a…