/IndicatorsOfAttackFailure

Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples

Preprint available at https://arxiv.org/abs/2106.09947.

The code is developed with SecML library.

For computing the indicators, run the following command:

python3 -m src.ioaf_demo --model <model_id> --samples <num_samples>

For a complete list of models, run:

python3 -m src.ioaf_demo --help

For a complete example, run run_all.sh.

The indicators will be stored as .csv files in the results directory.

Models used in the paper

Other sources