TextShield: Beyond Successfully Detecting Adversarial Sentences in Text Classification

Lingfeng Shen, Ze Zhang, Haiyun Jiang +1

Adversarial attack serves as a major challenge for neural network models in NLP, which precludes the model's deployment in safety-critical applications. A recent line of work, dete…