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Heuristic-Genetic-algorithm

Datesets

There are three datasets used in our experiments:

Requirements

The code was tested with:

  • python 3.6.5
  • numpy 1.16.4
  • tensorflow 1.8.0
  • tensorflow-gpu 1.5.0
  • pandas 0.23.0
  • keras 2.2.0
  • scikit-learn 0.19.1
  • scipy 1.0.1

File Description

  • textcnn.py: one of the attacked models.
  • train_orig.py: Training models with original database.
  • heuristic_Genetic_algorithm.py : Attacking the models by the heuristic genetic algorithm (HGA).

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