Search Results for author: Tsui-Wei

Found 2 papers, 1 papers with code

Hidden Cost of Randomized Smoothing

no code implementations2 Mar 2020 Jeet Mohapatra, Ching-Yun Ko, Tsui-Wei, Weng, Sijia Liu, Pin-Yu Chen, Luca Daniel

The fragility of modern machine learning models has drawn a considerable amount of attention from both academia and the public.

Towards Verifying Robustness of Neural Networks Against Semantic Perturbations

1 code implementation19 Dec 2019 Jeet Mohapatra, Tsui-Wei, Weng, Pin-Yu Chen, Sijia Liu, Luca Daniel

Verifying robustness of neural networks given a specified threat model is a fundamental yet challenging task.

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