MHM

Repository for holding source code of paper Generating Adversarial Examples for Holding Robustness of Source Code Processing Models.

Hierarchy

MHM
├── README.md
├── mhm
    ├── LSTMClassifier			# training LSTM model on poj104 classification task.
    ├── mhm-astnn			# adversarial attack on LSTM classifier.
    ├── mhm-lstm			# training ASTNN model and adversarial attack on it.
    └── poj104				# filelist of poj104 dataset.

Environment

python 3.5 with package requirements:

jupyterlab
numpy
pytorch
pandas
pycparser
gensim
tensorflow

Acknowledgement

Transformer Model is built based on The Annotated Transformer.

ASTNN Model is built based on ASTNN.