A Novel System for Deep Contour Classifiers Certification Under Filtering Attacks

Author:

Khalsi Rania1,Smati Imen1,Sallami Mallek Mziou2,Ghorbel Faouzi1

Affiliation:

1. Ecole Nationale des Sciences de l’Informatique (ENSI), La Manouba University,Cristal Laboratory, Grift Research Group,La Manouba,Tunisia,2010

2. The French Alternative Energies and Atomic Energy Commission,CEA,France,91000

Publisher

IEEE

Reference18 articles.

1. ContourVerifier: A Novel System for the Robustness Evaluation of Deep Contour Classifiers

2. Safety and robustness of deep neural networks object recognition under generic attacks;sallami;International Conference on Neural Information Processing,2019

3. Certifying geometric robustness of neural networks;balunovic;Advances in neural information processing systems,2019

4. Automatic control of lamellibranch larva growth using contour invariant feature extraction

5. Towards a Certification of Deep Image Classifiers against Convolutional Attacks

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