Replication package for: Targeted Deep Learning System Boundary Testing

• All scripts used in the paper can be found in /examples/mimicry/
• The analysis for each research question is done in the notebook files /examples/mimicry/RQ*.ipynb
• The human evaluation data is found under /examples/mimicry/survey.csv
• For download links of the generator models look at: /models/generators/README.md
• For download links of the predictor models look at: /models/predictors/README.md

Citation

To reference this work in your research, please use the following citation:

@article{weissl2024targeted,
  title={Targeted Deep Learning System Boundary Testing},
  author={Wei{\ss}l, Oliver and Abdellatif, Amr and Chen, Xingcheng and Merabishvili, Giorgi and Riccio, Vincenzo and Kacianka, Severin and Stocco, Andrea},
  journal={arXiv preprint arXiv:2408.06258},
  year={2024}
}