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masamiweb/GeneticAlgorithmAdversarialNLP

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Vulnerability of Natural Language Classifiers to Evolutionary Generated Adversarial Text

Computing Science honours dissertation project aimed at generating adversarial examples against a sentiment analysis model, using genetic algorithms.

To run the code, run the Jupyter notebooks in the following order

(You will need a machine with a decent NVIDIA GPU to build and test the model)

  • 01-Build_model_and_Distance_Matrix.ipynb
  • 02-Generate_Attacks.ipynb
  • 03-Stats.ipynb

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