Dirichlet Neighborhood Ensemble
method
ID: dirichletneighborhoodensemble
Related Papers
Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble
AbstractAlthough deep neural networks have achieved prominent performance on many NLP tasks, they are vulnerable to adversarial examples. We propose Dirichlet Neighborhood Ensemble (DNE), a randomized method for training a …...