On the Duality Between Sharpness-Aware Minimization and Adversarial
Training

On the Duality Between Sharpness-Aware Minimization and Adversarial Training

23 February 2024

Huanran Chen

Zeming Wei

Papers citing "On the Duality Between Sharpness-Aware Minimization and Adversarial Training"

8 / 8 papers shown

Title
Fight Back Against Jailbreaking via Prompt Adversarial Tuning Yichuan Mo Yuji Wang Zeming Wei Yisen Wang AAML SILM 47 11 0 09 Feb 2024
Jatmo: Prompt Injection Defense by Task-Specific Finetuning Julien Piet Maha Alrashed Chawin Sitawarin Sizhe Chen Zeming Wei Elizabeth Sun Basel Alomair David A. Wagner AAML SyDa 73 50 0 29 Dec 2023
Bootstrap Generalization Ability from Loss Landscape Perspective Huanran Chen Shitong Shao Ziyi Wang Zirui Shang Jin Chen Xiaofeng Ji Xinxiao Wu OOD 61 17 0 18 Sep 2022
Sharpness-Aware Minimization Improves Language Model Generalization Dara Bahri H. Mobahi Yi Tay 119 82 0 16 Oct 2021
Efficient Sharpness-aware Minimization for Improved Training of Neural Networks Jiawei Du Hanshu Yan Jiashi Feng Joey Tianyi Zhou Liangli Zhen Rick Siow Mong Goh Vincent Y. F. Tan AAML 99 132 0 07 Oct 2021
Mind the box: $l_1$ -APGD for sparse adversarial attacks on image classifiers Francesco Croce Matthias Hein AAML 37 54 0 01 Mar 2021
RobustBench: a standardized adversarial robustness benchmark Francesco Croce Maksym Andriushchenko Vikash Sehwag Edoardo Debenedetti Nicolas Flammarion M. Chiang Prateek Mittal Matthias Hein VLM 207 668 0 19 Oct 2020
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 273 2,878 0 15 Sep 2016