AAAI

Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness

特征空间贝叶斯对抗学习改进恶意软件检测器的鲁棒性

Bao Gia Doan, Shuiqiao Yang, Paul Montague, Olivier De Vel, Tamas Abraham, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe

AI总结 研究提出在特征空间进行对抗学习训练鲁棒恶意软件检测器的算法，通过证明问题空间受扰恶意软件在特征空间投影是对抗样本子集，制定贝叶斯对抗学习目标，实现对问题空间对抗样本的鲁棒性，对抗训练的BNN达最先进水平。

Comments Accepted to AAAI 2023 conference