Publications

  • BadNL: Backdoor Attacks against NLP models with Semantic-preserving Improvements
    Xiaoyi Chen, Ahmed Salem, Dingfan Chen, Michael Backes, Shiqing Ma, Qingni Shen, Zhonghai Wu, Yang Zhang
    2021 Annual Computer Security Applications Conference (ACSAC ’21)
    [pdf][slides][trace]

  • BadNL: Backdoor Attacks against NLP models
    Xiaoyi Chen*, Ahmed Salem*, Michael Backes, Shiqing Ma, Yang Zhang
    Workshop on Adversarial ML at ICML 2021 (ICML-W ’21)
    [pdf]