2020

Natural Backdoor Attack on Text Data

Sun, Lichao

Understand

Recently, advanced NLP models have seen a surge in the usage of various applications.

  • This raises the security threats of the released models.
  • In addition to the clean models' unintentional weaknesses, {\em i.e.,} adversarial attacks, the poisoned models with malicious intentions are much more dangerous in real life.
  • However, most existing works currently focus on the adversarial attacks on NLP models instead of positioning attacks, also named \textit{backdoor attacks}.

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