Volume 39 Issue 1
Jan.  2021
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XU Hui-xuan, WEI Xuan, ZHANG Ya-ting, ZHANG Xue-er, WANG Yi-ting. Design and Implementation of Generation System of Text Adversarial Samples[J]. DIGITAL TECHNOLOGY & APPLICATION, 2021, 39(1): 140-142. doi: 10.19695/j.cnki.cn12-1369.2021.01.43
Citation: XU Hui-xuan, WEI Xuan, ZHANG Ya-ting, ZHANG Xue-er, WANG Yi-ting. Design and Implementation of Generation System of Text Adversarial Samples[J]. DIGITAL TECHNOLOGY & APPLICATION, 2021, 39(1): 140-142. doi: 10.19695/j.cnki.cn12-1369.2021.01.43

Design and Implementation of Generation System of Text Adversarial Samples

doi: 10.19695/j.cnki.cn12-1369.2021.01.43
  • Received Date: 2020-12-02
  • Rev Recd Date: 2021-01-17
  • Available Online: 2021-09-23
  • Publish Date: 2021-01-25
  • We design and implement a generation system of text adversarial samples to detect illegal text. The system has ability of random insertion, position exchange, deletion and synonym replacement for text to control text’s emotional attributes. Based on IMDB dataset, the experiment shows that the system is valid and can provide the knowledge support for the detection of text adversarial samples.

     

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