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Yulun Jiang

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https://people.epfl.ch/yulun.jiang?lang=fr

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Towards Stable and Efficient Adversarial Training against $l_1$ Bounded Adversarial Attacks

Sabine Süsstrunk, Mathieu Salzmann, Yulun Jiang, Chen Liu, Zhuoyi Huang

We address the problem of stably and efficiently training a deep neural network robust to adversarial perturbations bounded by an

l_1

norm. We demonstrate that achieving robustness against

l_1

-bounded perturbations is more challenging than in the

l_2

...

2023

Yulun Jiang

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Generative models for synthetic data generation: application to pharmacokinetic/pharmacodynamic data

Towards Stable and Efficient Adversarial Training against $l_1$ Bounded Adversarial Attacks

Generative models for synthetic data generation: application to pharmacokinetic/pharmacodynamic data

Towards Stable and Efficient Adversarial Training against $l_1$ Bounded Adversarial Attacks