README.md

Smoothed Geometry for Robust Attribution

See the paper on arxiv

Prerequisite

• Tensorflow 1.15
• Pytorch

P.S.: We are working on Tensorflow 2 version for the future release. Check back later.

Evaluating Attributions

Use Keras

cd eval/keras_v1
python run_eval.py --attr_fn saliency --epsilon 2.0 --max_iters 50 --k_top 20 --pixel_max 1 --weight_file weight/pgd_5.h5 --attack_method topK --measure intersection --saving_prefix result/sweep_pgd/test_report_topK_05_

Use Pytorch

see notebooks under eval/pytorch

SSR Training

cd example
python train_smooth_cifar.py --alpha 0.3