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Amira Guesmi's Projects

asgt icon asgt

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

defensive-approximation icon defensive-approximation

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

stochastic-input-transformation icon stochastic-input-transformation

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 adversarial attacks.

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