Search Results for author: Alireza Abdollahpourrostam

Found 2 papers, 1 papers with code

Fast Classification with Sequential Feature Selection in Test Phase

no code implementations25 Jun 2023 Ali Mirzaei, Vahid Pourahmadi, Hamid Sheikhzadeh, Alireza Abdollahpourrostam

During the test phase, the proposed approach utilizes Fisher scores for feature ranking to identify the most important feature at each step.

Classification feature selection

Revisiting DeepFool: generalization and improvement

1 code implementation22 Mar 2023 Alireza Abdollahpourrostam, Mahed Abroshan, Seyed-Mohsen Moosavi-Dezfooli

Our proposed attacks are also suitable for evaluating the robustness of large models and can be used to perform adversarial training (AT) to achieve state-of-the-art robustness to minimal l2 adversarial perturbations.

Adversarial Attack Adversarial Robustness +1

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