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2025 ICML ICML 2025

Adversarial Perturbations Are Formed by Iteratively Learning Linear Combinations of the Right Singular Vectors of the Adversarial Jacobian

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Thomas Paniagua, Chinmay Savadikar, Tianfu Wu

Topics

Artificial Intelligence > Core AI > Interpretability Machine Learning > Optimization & Theory > Optimization Deep Learning > Architectures > Neural Networks

Keywords

adversarial jacobian iteratively learning logit-to-image jacobian ordered top-$k$ attack right singular vectors sequential quadratic programming (sqp)
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