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Improving the robustness of adversarial attacks using an affine-invariant gradient estimator

Wenzhao Xiang, Hang Su, Chang Liu, Yandong Guo, Shibao Zheng

2023Computer Vision and Image Understanding11 citationsDOI

Topics & Concepts

Affine transformationAdversarial systemComputer scienceRobustness (evolution)Artificial intelligenceInvariant (physics)EstimatorTransformation (genetics)Euclidean geometryGradient descentDeep neural networksAlgorithmArtificial neural networkMathematicsTheoretical computer scienceGeometryBiochemistryChemistryGeneStatisticsMathematical physicsAdversarial Robustness in Machine LearningBacillus and Francisella bacterial researchAnomaly Detection Techniques and Applications
Improving the robustness of adversarial attacks using an affine-invariant gradient estimator | Litcius