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GitHub / antonyalexos / LWTA-SBP-Adversarial-Robustness-DNN

A repository about Robust Deep Neural Networks with Uncertainty, Local Competition and Error-Correcting-Output-Codes in TensorFlow.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/antonyalexos%2FLWTA-SBP-Adversarial-Robustness-DNN

Stars: 4
Forks: 0
Open Issues: 0

License: None
Language: Jupyter Notebook
Repo Size: 87.8 MB
Dependencies: 164

Created: about 4 years ago
Updated: almost 2 years ago
Last pushed: over 3 years ago
Last synced: about 1 year ago

Topics: adversarial-attacks, adversarial-machine-learning, attack-model, ensemble-models, ibp, local-competition, robustness, uncertainty, uncertainty-estimation, uncertainty-neural-networks

Files

Readme

Dependencies

requirements.txt pypi

Brlapi ==0.6.6
Django ==3.0.5
Jinja2 ==2.10.3
Keras ==2.1.6
Keras-Applications ==1.0.8
Keras-Preprocessing ==1.1.0
Mako ==1.0.7
Markdown ==3.2.1
MarkupSafe ==1.0
Pillow ==5.1.0
PyNaCl ==1.1.2
PyWavelets ==1.1.1
PyYAML ==3.12
Pygments ==2.4.2
SecretStorage ==2.3.1
Send2Trash ==1.5.0
Werkzeug ==1.0.1
absl-py ==0.9.0
apturl ==0.5.2
asgiref ==3.2.7
asn1crypto ==0.24.0
astor ==0.8.1
attrs ==19.3.0
backcall ==0.1.0
bleach ==3.1.0
cachetools ==4.1.0
certifi ==2018.1.18
chardet ==3.0.4
cleverhans ==3.0.1
cloudpickle ==1.1.1
command-not-found ==0.3
cryptography ==2.1.4
cupshelpers ==1.0
cycler ==0.10.0
decorator ==4.4.0
defer ==1.0.6
defusedxml ==0.6.0
dill ==0.3.1.1
distro-info ===0.18ubuntu0.18.04.1
entrypoints ==0.3
future ==0.18.0
gast ==0.2.2
google-auth ==1.14.0
google-auth-oauthlib ==0.4.1
google-pasta ==0.2.0
googleapis-common-protos ==1.6.0
graphviz ==0.13.2
grpcio ==1.28.1
h5py ==2.10.0
httplib2 ==0.9.2
idna ==2.6
image ==1.5.30
imageio ==2.8.0
importlib-metadata ==0.23
ipykernel ==5.1.2
ipython ==7.8.0
ipython-genutils ==0.2.0
ipywidgets ==7.5.1
jedi ==0.15.1
joblib ==0.14.0
jsonschema ==3.1.1
jupyter ==1.0.0
jupyter-client ==5.3.4
jupyter-console ==6.0.0
jupyter-core ==4.6.0
keyring ==10.6.0
keyrings.alt ==3.0
kiwisolver ==1.2.0
language-selector ==0.1
launchpadlib ==1.10.6
lazr.restfulclient ==0.13.5
lazr.uri ==1.0.3
lightgbm ==2.3.0
louis ==3.5.0
macaroonbakery ==1.1.3
matplotlib ==3.2.1
mistune ==0.8.4
mnist ==0.2.2
more-itertools ==7.2.0
nbconvert ==5.6.0
nbformat ==4.4.0
netifaces ==0.10.4
networkx ==2.4
nose ==1.3.7
notebook ==6.0.1
numpy ==1.18.2
oauth ==1.0.1
oauthlib ==3.1.0
olefile ==0.45.1
opencv-python ==4.1.2.30
opt-einsum ==3.2.1
pandas ==1.0.3
pandocfilters ==1.4.2
parso ==0.5.1
pexpect ==4.2.1
pickleshare ==0.7.5
prometheus-client ==0.7.1
promise ==2.2.1
prompt-toolkit ==2.0.10
protobuf ==3.11.3
psutil ==5.6.3
ptyprocess ==0.6.0
pyRFC3339 ==1.0
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pycairo ==1.16.2
pycodestyle ==2.5.0
pycrypto ==2.6.1
pycups ==1.9.73
pydot ==1.2.3
pygobject ==3.26.1
pymacaroons ==0.13.0
pyparsing ==2.4.7
pyrsistent ==0.15.4
python-apt ==1.6.5
python-dateutil ==2.6.1
python-debian ==0.1.32
pytz ==2018.3
pyxdg ==0.25
pyzmq ==18.1.0
qtconsole ==4.5.5
reportlab ==3.4.0
requests ==2.22.0
requests-oauthlib ==1.3.0
requests-unixsocket ==0.1.5
rsa ==4.0
scikit-image ==0.16.2
scikit-learn ==0.21.3
scipy ==1.4.1
screen-resolution-extra ==0.0.0
simplejson ==3.13.2
six ==1.14.0
sqlparse ==0.3.1
ssh-import-id ==5.7
system-service ==0.3
systemd-python ==234
tabulate ==0.8.7
tensorboard ==1.15.0
tensorflow ==1.15.0
tensorflow-datasets ==1.2.0
tensorflow-estimator ==1.15.1
tensorflow-gpu ==1.15.0
tensorflow-metadata ==0.15.0
tensorflow-probability ==0.8.0
termcolor ==1.1.0
terminado ==0.8.2
testpath ==0.4.2
tornado ==6.0.3
tqdm ==4.36.1
traitlets ==4.3.3
ubuntu-drivers-common ==0.0.0
ufw ==0.36
unattended-upgrades ==0.1
urllib3 ==1.22
usb-creator ==0.3.3
wadllib ==1.3.2
wcwidth ==0.1.7
webencodings ==0.5.1
widgetsnbextension ==3.5.1
wrapt ==1.12.1
xgboost ==1.0.2
xkit ==0.0.0
zipp ==0.6.0
zope.interface ==4.3.2