"robust overfitting" Papers

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Algorithmic Stability Based Generalization Bounds for Adversarial Training

Runzhi Tian, Yongyi Mao

ASTrA: Adversarial Self-supervised Training with Adaptive-Attacks

Prakash Chandra Chhipa, Gautam Vashishtha, Jithamanyu Settur et al.

Generating Less Certain Adversarial Examples Improves Robust Generalization

Minxing Zhang, Michael Backes, Xiao Zhang

ICLR 2025arXiv:2310.04539

Uniformly Stable Algorithms for Adversarial Training and Beyond

Jiancong Xiao, Jiawei Zhang, Zhi-Quan Luo et al.

ICML 2024arXiv:2405.01817