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Insights: Trusted-AI/adversarial-robustness-toolbox
Overview
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- 2 Merged pull requests
- 3 Open pull requests
- 119 Closed issues
- 0 New issues
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1 Release published by 1 person
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1.19.0 ART 1.19.0
published
Dec 20, 2024
2 Pull requests merged by 2 people
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Bump torch from 2.2.1 to 2.5.0
#2510 merged
Dec 20, 2024 -
Update to ART 1.19.0
#2538 merged
Dec 20, 2024
3 Pull requests opened by 1 person
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Bump codecov/codecov-action from 4 to 5
#2544 opened
Dec 20, 2024 -
Bump six from 1.16.0 to 1.17.0
#2545 opened
Dec 20, 2024 -
Bump ipython from 8.25.0 to 8.31.0
#2547 opened
Dec 23, 2024
119 Issues closed by 3 people
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Incomplete EstimatorError when initializing attack on PyTorchRegressor
#2228 closed
Dec 20, 2024 -
Some question about computing the adversarial saliency map in JSMA attack
#2306 closed
Dec 20, 2024 -
Implement `get_activations()` for PyTorch Object Detectors
#2314 closed
Dec 20, 2024 -
TensorFlow Addons is end of life in May 2024
#2316 closed
Dec 20, 2024 -
BrendelBethgeAttack breaks with array clip range
#2320 closed
Dec 20, 2024 -
Update the speech recognizer class to work with up-to-date versions of ART
#2324 closed
Dec 20, 2024 -
Implement dirty label poisoning attacks for speech recognition models
#2326 closed
Dec 20, 2024 -
Using Pre Processors in Prediction (ART classifier)
#2335 closed
Dec 20, 2024 -
Implement HuggingFace Language Modeling Estimators
#2336 closed
Dec 20, 2024 -
Apply existing patches without initialising attack object
#2349 closed
Dec 20, 2024 -
Backdoor attack HuggingFace Model Automatic Speech Recognition via HuggingFaceClassifierPytorch ART
#2377 closed
Dec 20, 2024 -
Implement HuggingFace Object Detection Estimators
#2383 closed
Dec 20, 2024 -
AdversarialTrainer parameter name missmatch
#2394 closed
Dec 20, 2024 -
adversarial audio example notebook not giving the same results
#2431 closed
Dec 20, 2024 -
List of projects/tools utilising ART [JATIC-I4-IBM]
#2436 closed
Dec 20, 2024 -
Implement Blacklight defense against black-box evasion attacks
#1432 closed
Dec 20, 2024 -
add L-inf bound to `SimBA`
#1424 closed
Dec 20, 2024 -
change docstring for `SimBa.generate` parameter `y`
#1407 closed
Dec 20, 2024 -
Update learning rate of notebook attack_adversarial_patch_TensorFlowV2.ipynb
#1393 closed
Dec 20, 2024 -
Poisoning defense: modified adv. training
#1391 closed
Dec 20, 2024 -
Implement poison-specific adv. training
#1390 closed
Dec 20, 2024 -
Stateful Detection of Black-Box Adversarial Attacks
#1373 closed
Dec 20, 2024 -
Evasion attacks (DeepFool & possibly others) do not support multiple inputs
#1359 closed
Dec 20, 2024 -
Implement momentum iterative fast gradient sign method (MIFGSM)
#1447 closed
Dec 20, 2024 -
Freeze Model Weights
#1451 closed
Dec 20, 2024 -
mxnet error
#1457 closed
Dec 20, 2024 -
Possible Issue with keras estimator's get_activations() function when framework = True
#1494 closed
Dec 20, 2024 -
Implement method compute_loss in art.estimators.speech_recognition.*
#1503 closed
Dec 20, 2024 -
Bull's eye polytope attack not working properly
#1863 closed
Dec 20, 2024 -
Update PyTorchClassifier.fit with FFCV
#1639 closed
Dec 20, 2024 -
YOLO Object Detection Estimator for TensorFlow
#1996 closed
Dec 20, 2024 -
Issue with using KerasClassifier: Following Poison Frogs Example in Tensorflow(Keras)
#1977 closed
Dec 20, 2024 -
`art.attack.evasion.LowProFool` encounter bugs when using L_1-norm (or 0<p<2)
#1970 closed
Dec 20, 2024 -
Update version of scikit-learn in setup.py and CI yml files
#1953 closed
Dec 20, 2024 -
Code modifications in "pytorch_object_detector.py"
#1943 closed
Dec 20, 2024 -
import torch.autograd.gradcheck import zero_gradients is unsuccessful
#1911 closed
Dec 20, 2024 -
Implementing more realistic transforms in Robust DPatch EoT
#1907 closed
Dec 20, 2024 -
Bug in Activation Defence for PyTorch
#1810 closed
Dec 20, 2024 -
Problem with PyTorchYolo.py
#1796 closed
Dec 20, 2024 -
A metric that just launch an attack and return the success rate (or the model accuracy).
#1775 closed
Dec 20, 2024 -
Bugs in knockoff_nets depending on the output of victim classifier and thieved classifier
#1746 closed
Dec 20, 2024 -
GRAPHITE Implementation
#1708 closed
Dec 20, 2024 -
Minor errors on expectation over transformation notebook
#1673 closed
Dec 20, 2024 -
Discrepancy among AdversarialPatch* attacks for the same parameters
#1663 closed
Dec 20, 2024 -
ImperceptibleASRPyTorch may produce NAN loss
#1658 closed
Dec 20, 2024 -
Add support for dynamic patch masks in AdversarialTexturePyTorch
#1643 closed
Dec 20, 2024 -
Investigate and add support for multiple GPUs for PyTorch estimators
#1642 closed
Dec 20, 2024 -
Extend support for Indicators of Attack Failure
#1641 closed
Dec 20, 2024 -
Version not implemented error when carrying out Neural Cleanse Defense
#871 closed
Dec 20, 2024 -
Include exclusionary reclassification technique to activation clustering as poisoning defense
#875 closed
Dec 20, 2024 -
Create a test environment for TensorflowFasterRCNN on github
#1034 closed
Dec 20, 2024 -
Carlini L2 and L-inf are slow
#1060 closed
Dec 20, 2024 -
ART multi-gpu issue
#1074 closed
Dec 20, 2024 -
The LFilterPyTorch does not work with torch > 1.6 and torchaudio > 0.6
#1123 closed
Dec 20, 2024 -
Support for user-defined adversarial criteria in black-box evasion attacks
#1134 closed
Dec 20, 2024 -
TF import overwrite when using tf2 for tf1 support
#1303 closed
Dec 20, 2024 -
Error in cell 5 in notebooks/detection_adversarial_samples_cifar10.ipynb
#1299 closed
Dec 20, 2024 -
Update notebook adversarial_training_mnist.ipynb
#1298 closed
Dec 20, 2024 -
feature_collision_attack.py generates poison instances that are NaN.
#1252 closed
Dec 20, 2024 -
image length-width ratio limits in square attack
#1244 closed
Dec 20, 2024 -
Audio classification attacks?
#1241 closed
Dec 20, 2024 -
Intel(R) Extension for Scikit-learn for Scikit-learn estimators from ART
#1200 closed
Dec 20, 2024 -
Implement EoT for rotation in object detection
#1145 closed
Dec 20, 2024 -
Test fixture for functional Keras image classifier never used
#1143 closed
Dec 20, 2024 -
Implement support for non-torch.nn.Sequential model types in PyTorchClassifier.get_layers
#1135 closed
Dec 20, 2024 -
Implement estimators and attacks for NLP tasks
#866 closed
Dec 20, 2024 -
Cross Evaluation Test Parent Test Class
#859 closed
Dec 20, 2024 -
SklearnClassifier does not support sklearn-like estimators (e.g. ThunderSVM)
#836 closed
Dec 20, 2024 -
Support for multioutput model
#813 closed
Dec 20, 2024 -
Implement defence evaluations by Tramèr et al. (2020)
#314 closed
Dec 20, 2024 -
Enable batches with variable length/size inputs
#464 closed
Dec 20, 2024 -
Keras callback support
#221 closed
Dec 20, 2024 -
categorical feature support
#199 closed
Dec 20, 2024 -
Move all poisoning defense tests to the new ART Testing Framework
#746 closed
Dec 20, 2024 -
Investigate Pytorch compatibility with poisoning attacks
#745 closed
Dec 20, 2024 -
Implement Fast is Better than Free protocol for TensorFlow v2
#472 closed
Dec 20, 2024 -
Adding examples for computing robustness metrics
#504 closed
Dec 20, 2024 -
Adversarial evasion attacks on regression
#509 closed
Dec 20, 2024 -
Binary classification error
#535 closed
Dec 20, 2024 -
Poison Detection - Activation Defense with Keras Generator
#515 closed
Dec 20, 2024 -
Remove all of the duplicated and slightly different fix_get_mnist_subset fixture
#717 closed
Dec 20, 2024 -
Add a small number of test audio samples
#706 closed
Dec 20, 2024 -
Enable PGD attack on PyTorch Faster-RCNN using np object arrays as input
#697 closed
Dec 20, 2024 -
Add Safe Predictions for Abstaining Classifiers
#671 closed
Dec 20, 2024 -
Implement model-specific estimator for TensorFlow SSD object detection models
#650 closed
Dec 20, 2024 -
Create a Verification that each Test is run at least in 1 framework
#633 closed
Dec 20, 2024 -
Move all Evasion tests to the new ART Testing Framework and make them framework independent
#580 closed
Dec 20, 2024 -
Example use of Some of the attacks
#797 closed
Dec 20, 2024 -
Remove @FrameworkAgnostic Markers
#807 closed
Dec 20, 2024 -
bug in pytorch_deep_speech
#2043 closed
Dec 20, 2024 -
Implementation of the Dirty Label Backdoor Attack
#2084 closed
Dec 20, 2024 -
Consider Renaming `GradientMatchingAttack` to `WitchesBrewAttack`
#2085 closed
Dec 20, 2024 -
Implement semantic adversarial attacks
#2126 closed
Dec 20, 2024 -
Tensor Device Inconsistencies in Projected Gradient Descent Algorithm.
#2123 closed
Dec 20, 2024 -
Error in pytorch_yolo.py
#2086 closed
Dec 20, 2024 -
Incorrect image format for default test subsets
#2101 closed
Dec 20, 2024 -
Error in **attack_adversarial_patch_pytorch_yolo.ipynb**
#2148 closed
Dec 20, 2024 -
Support feature scaling in membership black-box attack
#2152 closed
Dec 20, 2024 -
Support class-based membership inference
#2155 closed
Dec 20, 2024 -
Setting retain_graph to False in adversarial_patch_pytorch attack
#2220 closed
Dec 20, 2024 -
Inclusion of Huggingface Support
#2225 closed
Dec 20, 2024 -
Double Softmax in PyTorch image estimator for test cases.
#2227 closed
Dec 20, 2024 -
Improve get_layers for PyTorchClassifier
#2229 closed
Dec 20, 2024 -
Update lingo workflow to most recent release versions
#2244 closed
Dec 20, 2024 -
Implementation of Progress Bars for ART Estimators
#2288 closed
Dec 20, 2024 -
support for yolov5-seg
#2291 closed
Dec 20, 2024 -
NaNs in Wasserstein Attack
#2305 closed
Dec 20, 2024 -
L¹ `FGM` is wrong extend to all p >= 1
#2381 closed
Dec 20, 2024 -
PyTorch classes that check torch.optim.lr_scheduler._LRScheduler
#2389 closed
Dec 20, 2024 -
Upgrade Pylint Version and Review Required Disable Statements
#2359 closed
Dec 20, 2024 -
Can't execute the generate function from AdversarialPatchPytorch
#2344 closed
Dec 20, 2024 -
[Citation] v1.0.0 or v1.2.0?
#2333 closed
Dec 20, 2024 -
RobustDpatch doesn't work
#2507 closed
Dec 20, 2024 -
How to load a model locally in attack_adversarial_patch_detr;
#2522 closed
Dec 20, 2024 -
Subpopulation Data Poisoning
#2520 closed
Dec 20, 2024 -
Why are the images generated by using DeepFool to attack CIFAR-10 so strange?
#2535 closed
Dec 20, 2024
4 Unresolved conversations
Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.
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Attack > Evasion > Momentum Iterative Method: major issues
#2439 commented on
Dec 20, 2024 • 0 new comments -
Flexible metric function for accuracy and l2 norm [JATIC-I2-IBM]
#2301 commented on
Dec 20, 2024 • 0 new comments -
Added support for GREAT Score [NIPS-2024]
#2527 commented on
Dec 23, 2024 • 0 new comments -
Bump cma from 3.3.0 to 4.0.0
#2537 commented on
Dec 20, 2024 • 0 new comments