Shuiqiao Yang

Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness

We present a new algorithm to train a robust malware detector. Malware is a prolific problem and malware detectors are a front-line defense. Modern detectors rely on machine learning algorithms. Now, the adversarial objective is to devise alterations to the malware code to decrease the chance of bei…