Search Results for author: Xinghao Yang

Found 3 papers, 2 papers with code

Semantic-Preserving Adversarial Text Attacks

2 code implementations23 Aug 2021 Xinghao Yang, Weifeng Liu, James Bailey, DaCheng Tao, Wei Liu

In this paper, we propose a Bigram and Unigram based adaptive Semantic Preservation Optimization (BU-SPO) method to examine the vulnerability of deep models.

Adversarial Text Semantic Similarity +4

Targeted Physical-World Attention Attack on Deep Learning Models in Road Sign Recognition

2 code implementations9 Oct 2020 Xinghao Yang, Weifeng Liu, Shengli Zhang, Wei Liu, DaCheng Tao

To alleviate these problems, this paper proposes the targeted attention attack (TAA) method for real world road sign attack.

Traffic Sign Recognition

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