CVCRLGJan 13, 2019

Generating Adversarial Perturbation with Root Mean Square Gradient

arXiv:1901.03706v51 citations
Originality Synthesis-oriented
AI Analysis

This work addresses adversarial attacks for image classification systems, but appears incremental as it builds on existing gradient-based methods without clear novelty.

The paper tackles the problem of generating adversarial perturbations using gradient information in image classification, but the abstract does not provide specific results or numbers.

We focus our attention on the problem of generating adversarial perturbations based on the gradient in image classification domain

Foundations

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