Attack-free Evaluating and Enhancing Adversarial Robustness on Categorical Data

Yujun Zhou; Yufei Han; Haomin Zhuang; Hongyan Bao; Xiangliang Zhang

2024 ICML ICML 2024

Attack-free Evaluating and Enhancing Adversarial Robustness on Categorical Data

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Yujun Zhou, Yufei Han, Haomin Zhuang, Hongyan Bao, Xiangliang Zhang

Topics

Artificial Intelligence > Core AI > Interpretability Machine Learning > Core Methods > Classification Machine Learning > Learning Types > Adversarial Learning

Keywords

adversarial perturbation decision boundary categorical data adversarial accuracy igsg-based regularization integrated gradient-smoothed gradient

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