no code implementations • 12 Jun 2020 • Qiu-Ling Xu, Guanhong Tao, Xiangyu Zhang
We propose a novel technique that can generate natural-looking adversarial examples by bounding the variations induced for internal activation values in some deep layer(s), through a distribution quantile bound and a polynomial barrier loss function.
1 code implementation • 26 Apr 2020 • Qiu-Ling Xu, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang
We propose a new adversarial attack to Deep Neural Networks for image classification.
1 code implementation • NeurIPS 2019 • Wang-Zhou Dai, Qiu-Ling Xu, Yang Yu, Zhi-Hua Zhou
In the area of artificial intelligence (AI), the two abilities are usually realised by machine learning and logic programming, respectively.
1 code implementation • 4 Feb 2018 • Wang-Zhou Dai, Qiu-Ling Xu, Yang Yu, Zhi-Hua Zhou
Perception and reasoning are basic human abilities that are seamlessly connected as part of human intelligence.