Robustness to Adversarial Examples through an Ensemble of Specialists

Mahdieh Abbasi, Christian Gagné

We are proposing to use an ensemble of diverse specialists, where speciality is defined according to the confusion matrix. Indeed, we observed that for adversarial instances origin…