Biologically Inspired Mechanisms for Adversarial Robustness
A convolutional neural network strongly robust to adversarial perturbations at reasonable computational and performance cost has not yet been demonstrated. The primate visual ventral stream seems to be robust to small perturbations in visual stimuli but the underlying mechanisms that give rise to th...
| Main Authors: | , , , |
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| Format: | Technical Report |
| Published: |
Center for Brains, Minds and Machines (CBMM)
2020
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| Online Access: | https://hdl.handle.net/1721.1/125981 |