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cs.LG2022
Deviations in Representations Induced by Adversarial Attacks
Daniel Steinberg, Paul Munro
Deep learning has been a popular topic and has achieved success in many areas. It has drawn the attention of researchers and machine learning practitioners alike, with developed mo…
cs.LG2021
Visualizing Representations of Adversarially Perturbed Inputs
Daniel Steinberg, Paul Munro
It has been shown that deep learning models are vulnerable to adversarial attacks. We seek to further understand the consequence of such attacks on the intermediate activations of…