Detecting AutoAttack Perturbations in the Frequency Domain

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Detecting AutoAttack Perturbations in the Frequency Domain

16 November 2021

Dominik Strassel

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Papers citing "Detecting AutoAttack Perturbations in the Frequency Domain"

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Title
Robust Vision-Language Models via Tensor Decomposition: A Defense Against Adversarial Attacks Het Patel Muzammil Allie Qian Zhang Jia Chen Evangelos E. Papalexakis AAML VLM 52 0 0 19 Sep 2025
DFT-Based Adversarial Attack Detection in MRI Brain Imaging: Enhancing Diagnostic Accuracy in Alzheimer's Case Studies Mohammad Hossein Najafi Mohammad Morsali Mohammadmahdi Vahediahmar Saeed Bagheri Shouraki AAML MedIm 245 0 0 16 Aug 2024
FACL-Attack: Frequency-Aware Contrastive Learning for Transferable Adversarial Attacks Hunmin Yang Jongoh Jeong Kuk-Jin Yoon AAML 302 9 0 30 Jul 2024
Prompt-Driven Contrastive Learning for Transferable Adversarial AttacksEuropean Conference on Computer Vision (ECCV), 2024 Hunmin Yang Jongoh Jeong Kuk-Jin Yoon AAML VLM 379 9 0 30 Jul 2024
Towards a Novel Perspective on Adversarial Examples Driven by Frequency Zhun Zhang Yi Zeng Qihe Liu Shijie Zhou AAML 168 3 0 16 Apr 2024
Adversarial Examples are Misaligned in Diffusion Model ManifoldsIEEE International Joint Conference on Neural Network (IJCNN), 2024 P. Lorenz Ricard Durall Jansi Keuper DiffM 345 1 0 12 Jan 2024
Unfolding Local Growth Rate Estimates for (Almost) Perfect Adversarial DetectionVISIGRAPP (VISIGRAPP), 2022 P. Lorenz Margret Keuper J. Keuper AAML 332 7 0 13 Dec 2022
Robust Models are less Over-ConfidentNeural Information Processing Systems (NeurIPS), 2022 Julia Grabinski Paul Gavrikov J. Keuper Margret Keuper AAML 200 28 0 12 Oct 2022
DAD: Data-free Adversarial Defense at Test Time Gaurav Kumar Nayak Ruchit Rawal Anirban Chakraborty AAML 154 12 0 04 Apr 2022
Is RobustBench/AutoAttack a suitable Benchmark for Adversarial Robustness? P. Lorenz Dominik Strassel Margret Keuper J. Keuper AAML 252 11 0 02 Dec 2021
A Frequency Perspective of Adversarial Robustness Shishira R. Maiya Max Ehrlich Vatsal Agarwal Ser-Nam Lim Tom Goldstein Abhinav Shrivastava AAML 152 44 0 26 Oct 2021
Frequency Centric Defense Mechanisms against Adversarial Examples Sanket B. Shah Param Raval Harin Khakhi M. Raval AAML 190 7 0 26 Oct 2021