This repository is based on:
https://github.com/AI-secure/semantic-randomized-smoothing
https://github.com/microsoft/denoised-smoothing
https://github.com/Jayfeather1024/DensePure
https://github.com/Ping-C/CertifiedObjectDetection
Run RS and DRS on adv images:
cd ccrf
python3 calc_rs_{metric_name}.py
Run RS and DRS on clear images:
cd ccrf
python3 calc_clear_rs_{metric_name}.py
Run MS and DMS on adv images:
cd ccrf
python3 calc_nms_{metric_name}.py
Run MS and DMS on clear images:
cd ccrf
python3 calc_clear_nms_{metric_name}.py
Run DDRS on adv images:
cd ccrf
python3 calc_ddrs_{metric_name}.py
Run DDRS on clear images:
cd ccrf
python3 calc_clear_ddrs_{metric_name}.py
Run DP on adv images:
cd DensePure-master
python3 calc_dp_{metric_name}.py
Run DP on clear images:
cd DensePure-master
python3 calc_clear_dp_{metric_name}.py
Used weights (upload to root folder):