Oct, 2023
理解随机特征防御对基于查询的对抗攻击的鲁棒性
Understanding the Robustness of Randomized Feature Defense Against Query-Based Adversarial Attacks
Quang H. Nguyen, Yingjie Lao, Tung Pham, Kok-Seng Wong, Khoa D. Doan
TL;DR通过在中间层的模型中添加随机噪声,我们提出了一种简单轻量级的防御方法,可以有效增强模型对黑盒攻击的鲁棒性,并且对准确率影响较小。