Adapting program inputs with a layerwise validity score and genetic search improves deep code model accuracy by up to 8.78% without retraining.
Adversarial examples for models of code,
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CodeImprove: Program Adaptation for Deep Code Models
Adapting program inputs with a layerwise validity score and genetic search improves deep code model accuracy by up to 8.78% without retraining.