This repository allows the reproducibility of the results associated with the paper "David and Goliath: An Empirical Evaluation of Attacks and Defenses for QNNs at the Deep Edge".
| Directory | Content |
|---|---|
| /QNN-Attacks | Scripts to attack and evaluate adversarial robustness of ANNs/QNNs |
| /QNN-Defenses | Scripts to add defense mechanisms to ANNs/QNNs |
| /download-datasets.sh | Download CIFAR-10 and VWW Datasets |
https://mega.nz/file/ufg2jISB#CA1ssv9fUozs3_dsfDz4PI8fNE0K-_eXYb9Uf79ShIU
- Python 3.9.18
- TensorFlow 2.13.0
- Remaining requirements are listed in requirements.txt
- E-mail: [email protected]