deepcon-code

The beta implementation of paper "DeepCon: Contribution Coverage Testing for Deep Learning Systems"

conda install tensorflow-gpu=1.14.0 keras=2.2.4
python nn_contribution_util.py --model_name lenet5 --start_index 0 --end_index 10000 --batch_size 100
python dfg_util.py --model_name lenet5 --start_index 0 --end_index 10000 --batch_size 100 --threshold 0

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
inputs/imagenet		inputs/imagenet
models		models
nns		nns
README.md		README.md
data_util.py		data_util.py
deepcon_gen.py		deepcon_gen.py
dfg_util.py		dfg_util.py
fgsm_attack_detection.py		fgsm_attack_detection.py
ioutil.py		ioutil.py
nn_contribution_util.py		nn_contribution_util.py
nn_util.py		nn_util.py

Provide feedback