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1. Defensive-Approximation Defensive-Approximation Public

   Implementation of our proposed defense strategy against adversarial attacks "Defensive Approximation (DA)"

   Jupyter Notebook 8 2

2. Stochastic-Input-Transformation Stochastic-Input-Transformation Public

   A stochastic input pre-processing technique based on a process of down-sampling/up-sampling using convolution and transposed convolution layers. Defending convolutional neural network against adver…

   Python 1

3. Offline-Online-Model-ROOM- Offline-Online-Model-ROOM- Public

   OOM: Adversarial Machine Learning Attacks Under Time Constraints

   Jupyter Notebook 1 1

4. Naturalistic-Adversarial-Patch Naturalistic-Adversarial-Patch Public

   Forked from gordonjun2/Naturalistic-Adversarial-Patch

   ICCV 2021

   Python

5. ASGT ASGT Public

   Implementation of the paper "Exploring the Interplay of Interpretability and Robustness in Deep Neural Networks: A Saliency-guided Approach"

   Jupyter Notebook

6. AmiraGuesmi-mls.github.io AmiraGuesmi-mls.github.io Public

   JavaScript