11 citations · 11 across the 2 of their papers we have counts for
3 papers
cs.LG2020
Where Does the Robustness Come from? A Study of the Transformation-based Ensemble Defence
Chang Liao, Yao Cheng, Chengfang Fang +1
This paper aims to provide a thorough study on the effectiveness of the transformation-based ensemble defence for image classification and its reasons. It has been empirically show…
cs.CR2020★ 11 cited
DeepMnemonic: Password Mnemonic Generation via Deep Attentive Encoder-Decoder Model
Yao Cheng, Chang Xu, Zhen Hai +1
Strong passwords are fundamental to the security of password-based user authentication systems. In recent years, much effort has been made to evaluate password strength or to gener…
cs.CR2020
Keyed Non-Parametric Hypothesis Tests
Yao Cheng, Cheng-Kang Chu, Hsiao-Ying Lin +2
The recent popularity of machine learning calls for a deeper understanding of AI security. Amongst the numerous AI threats published so far, poisoning attacks currently attract con…