@article{Khan_Wong_Tripp_2018, title={Guarding Against Adversarial Attacks using Biologically Inspired Contour Integration}, volume={4}, url={https://openjournals.uwaterloo.ca/index.php/vsl/article/view/336}, DOI={10.15353/jcvis.v4i1.336}, abstractNote={<p>Artificial vision systems are susceptible to adversarial attacks. Small<br>intentional changes to images can cause these systems to mis-<br>classify with high confidence. The brain has many mechanisms for<br>strengthening weak or confusing inputs. One such technique, con-<br>tour integration can separate objects from irrelevant background.<br>We show that incorporating contour integration within artificial vi-<br>sual systems can increase their robustness to adversarial attacks.</p>}, number={1}, journal={Journal of Computational Vision and Imaging Systems}, author={Khan, Salman and Wong, Alexander and Tripp, Bryan}, year={2018}, month={Dec.}, pages={3} }