Anh Bui | DeepAI

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∙ 04/26/2023

Generating Adversarial Examples with Task Oriented Multi-Objective Optimization

Deep learning models, even the-state-of-the-art ones, are highly vulnera...

0 Anh Bui, et al. ∙

∙ 01/25/2021

Understanding and Achieving Efficient Robustness with Adversarial Contrastive Learning

Contrastive learning (CL) has recently emerged as an effective approach ...

0 Anh Bui, et al. ∙

∙ 09/21/2020

Improving Ensemble Robustness by Collaboratively Promoting and Demoting Adversarial Robustness

Ensemble-based adversarial training is a principled approach to achieve ...

8 Anh Bui, et al. ∙

∙ 07/10/2020

Improving Adversarial Robustness by Enforcing Local and Global Compactness

The fact that deep neural networks are susceptible to crafted perturbati...

7 Anh Bui, et al. ∙

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