Search Results for author: Olivier deVel

Found 2 papers, 2 papers with code

Improving Ensemble Robustness by Collaboratively Promoting and Demoting Adversarial Robustness

1 code implementation21 Sep 2020 Anh Bui, Trung Le, He Zhao, Paul Montague, Olivier deVel, Tamas Abraham, Dinh Phung

An important technique of this approach is to control the transferability of adversarial examples among ensemble members.

Adversarial Robustness

Improving Adversarial Robustness by Enforcing Local and Global Compactness

1 code implementation ECCV 2020 Anh Bui, Trung Le, He Zhao, Paul Montague, Olivier deVel, Tamas Abraham, Dinh Phung

The fact that deep neural networks are susceptible to crafted perturbations severely impacts the use of deep learning in certain domains of application.

Adversarial Robustness Clustering

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