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Enhancing Adversarial Robustness for SVM Based on Lagrange Duality

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Date of Publication:2024-11-09

Journal:14th Asian Control Conference, ASCC 2024

Page Number:65-68

Key Words:Adversarial robustness; Certified defense; Classic models; Generative adversarial networks; Lagrange duality; Lagrange multipliers; Machine learning models; Neural-networks; Research efforts; Robustness of model; Security threats; Support vectors machine

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