Boosting Adversarial Robustness with CLAT: Criticality Leveraged Adversarial Training

Bhavna Gopal; Huanrui Yang; Jingyang Zhang; Mark Horton; Yiran Chen

2025 ICML ICML 2025

Boosting Adversarial Robustness with CLAT: Criticality Leveraged Adversarial Training

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

Bhavna Gopal, Huanrui Yang, Jingyang Zhang, Mark Horton, Yiran Chen

Topics

Machine Learning > Learning Types > Adversarial Learning Machine Learning > Optimization & Theory > Learning Theory Deep Learning > Techniques > Model Architecture

Keywords

adversarial training fine tuning dynamic layer selection overfitting criticality robustness-critical layers

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