Trusted-AI/adversarial-robustness-toolbox: Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

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adversarial-robustness-toolbox Recent Issues

Issue Title State Comments Created Date Updated Date Closed Date
Input data type for the ImperceptibleASR attack closed 0 2022-09-19 2022-09-19 2022-09-24
Error: No module named 'deepspeech_pytorch' while creating a PyTorchDeepSpeech() object closed 0 2022-09-01 2022-09-19 2022-09-01
ElasticNet attack uses quadratic learning rate decay instead of square root closed 3 2022-08-25 2022-09-19 2022-09-06
Implementation of DP-InstaHide and Data Augmentation Defenses open 1 2022-08-24 2022-09-19 -
calling detach on a numpy array in art.estimators.regression.pytorch closed 1 2022-08-18 2022-09-19 2022-09-06
example and dependency closed 0 2022-08-15 2022-09-19 2022-08-16
CarliniWagnerASR does not accept KerasClassifier as estimator closed 0 2022-08-14 2022-09-19 2022-08-14
Issue using PyTorchYolo closed 0 2022-08-12 2022-09-19 2022-08-12
Autoregressive Perturbations for Data Poisoning open 1 2022-08-10 2022-09-19 -
Bug in Activation Defence for PyTorch open 2 2022-08-05 2022-09-19 -
Implementation of Certified Training based on IBP Methods open 1 2022-08-03 2022-09-19 -
random_sphere() samples points in the ball (not on the sphere) closed 6 2022-07-29 2022-09-19 2022-09-24
Specifying immutable attributes closed 1 2022-07-28 2022-09-19 2022-07-29
Problem with PyTorchYolo.py open 6 2022-07-28 2022-09-19 -
Implementation of (Certified!!) Adversarial Robustness for Free! closed 0 2022-07-27 2022-09-19 2022-09-24
Permission denied: '/root/.art' closed 0 2022-07-27 2022-09-19 2022-07-27
No module named 'art' closed 0 2022-07-27 2022-09-19 2022-07-27
Dependency conflict in building Dockerfile closed 5 2022-07-26 2022-09-19 2022-08-04
Exception in pytorch classifier predict method closed 0 2022-07-20 2022-09-19 2022-09-06
Blackbox regression support open 11 2022-07-18 2022-09-19 -
A metric that just launch an attack and return the success rate (or the model accuracy). open 2 2022-07-08 2022-09-19 -
Bug in apply_patch function in Adversarial Patch PyTorch closed 3 2022-07-07 2022-09-19 2022-09-06
Untargeted attack in AdversarialPatch don't work closed 1 2022-07-05 2022-09-19 2022-09-06
Support overlapping shadow model datasets closed 1 2022-06-29 2022-09-30 2022-09-24
Bugs in knockoff_nets depending on the output of victim classifier and thieved classifier open 3 2022-06-24 2022-09-19 -
Attacks for Decision Tree Regressor closed 0 2022-06-20 2022-09-19 2022-06-20
C&W attack - Max_Iter closed 1 2022-06-16 2022-09-15 2022-06-17
Bugs in training shadow models when the shadow model template is a PyTorchClassifier closed 2 2022-06-07 2022-09-14 2022-07-01
batch_norm error in fit() at end of training epoch open 1 2022-05-30 2022-08-25 -
AttributeError: partially initialized module 'xgboost' has no attribute 'DMatrix' (most likely due to a circular import) closed 1 2022-05-26 2022-09-24 2022-05-27
Attribute attacks sometimes throw exception, depending on shape of labels closed 0 2022-05-24 2022-08-29 2022-07-07
GRAPHITE Implementation open 0 2022-05-19 2022-09-22 -
Error during warning message for clean_label_backdoor_attack closed 1 2022-05-16 2022-09-30 2022-05-24
DPatchRobust does not un-transform loss gradients for channels first closed 0 2022-05-14 2022-09-26 2022-05-24
Auto Attack using KerasClassifier closed 0 2022-05-13 2022-09-28 2022-05-14
AutoProjectedGradientDescent closed 0 2022-05-13 2022-09-25 2022-05-14
Rename file art.estimators.object_detection.python_object_detector.py to pytorch_object_detector.py closed 0 2022-05-13 2022-09-20 2022-05-24
PreprocessorPyTorch preprocessor cannot be used with PyTorchDeepSpeech class closed 1 2022-05-11 2022-09-29 2022-05-24
attacks.evasion.carlini.CarliniLinf doesn't have attacks param `"batch_size"` closed 1 2022-05-10 2022-09-20 2022-05-24
Problem with predictions using Gaussian Noise defence closed 0 2022-05-09 2022-09-23 2022-05-24
Minor errors on expectation over transformation notebook open 2 2022-05-08 2022-09-17 -
Discrepancy among AdversarialPatch* attacks for the same parameters open 0 2022-05-03 2022-09-24 -
Add 'targeted' attribute + input kwarg to adversarial_patch attack closed 1 2022-05-03 2022-09-16 2022-07-01
ImperceptibleASRPyTorch may produce NAN loss open 9 2022-05-03 2022-09-19 -
Remove required dependency on TensorFlow introduced with ART 1.10.0 closed 0 2022-04-28 2022-09-28 2022-05-24
Update default value for nb_epochs in AdversarialTrainerMadryPGD closed 0 2022-04-20 2022-09-29 2022-07-01
Add support for dynamic patch masks in AdversarialTexturePyTorch open 0 2022-04-20 2022-07-24 -
Investigate and add support for multiple GPUs for PyTorch estimators open 0 2022-04-20 2022-09-27 -
Extend support for Indicators of Attack Failure open 0 2022-04-20 2022-09-01 -
Implement object detection estimators for YOLOv3 closed 0 2022-04-20 2022-09-26 2022-07-01