CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks

Shashank Agnihotri; Steffen Jung; Margret Keuper

2024 ICML ICML 2024

CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Computer Vision

Authors

Shashank Agnihotri, Steffen Jung, Margret Keuper

Topics

Machine Learning > Optimization & Theory > Optimization Deep Learning > Architectures > Neural Networks Computer Vision > Analysis > Semantic Segmentation

Keywords

semantic segmentation robustness optical flow projected gradient descent adversarial attack alignment score

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