tree-ensemble-attack

Adversarial attackers

An approach to create adversarial examples for tree-based ensemble models

[NeurIPS 2020] Code for "An Efficient Adversarial Attack for Tree Ensembles"

GitHub

22 stars
0 watching
7 forks
Language: C++
last commit: over 5 years ago
Linked from 1 awesome list

adversarial-attacksdecision-treestree-ensemblesxgboost-models

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
jind11/textfoolerA tool for generating adversarial examples to attack text classification and inference models496
utkuozbulak/adaptive-segmentation-mask-attackAn implementation of an adversarial example generation method for deep learning segmentation models.58
yunqing-me/attackvlmAn adversarial attack framework on large vision-language models165
chenhongge/robusttreesAn implementation of robust decision tree based models against adversarial examples using the XGBoost framework.67
advboxes/advboxA toolbox for generating adversarial examples to test the robustness of machine learning models1,389
florentavellaneda/inferdtThis C++ project provides an implementation of decision tree algorithms for classification tasks7
utkuozbulak/pytorch-cnn-adversarial-attacksPyTorch implementation of various Convolutional Neural Network adversarial attack techniques354
max-andr/provably-robust-boostingProvides provably robust machine learning models against adversarial attacks50
eliavw/mercs-v5An implementation of a multi-directional ensemble learning method for classification and regression tasks using decision trees4
sergiomarotco/azure-devops-server-supply-chain-attack-treeAn attack tree model for identifying potential security vulnerabilities in an Azure DevOps Server supply chain.7
zfancy/sfatCombating heterogeneity in federated learning by combining adversarial training with client-wise slack during aggregation28
xiyanghu/osdtA Python implementation of an algorithm for constructing decision trees with regularization and various bounding functions to accelerate the search process.101
serengil/chefboostA Python library providing a lightweight framework for building decision trees with categorical feature support463
xiaolonw/adversarial-frcnnA Caffe-based implementation of A-Fast-RCNN, a method for object detection using adversarial networks.482
qdata/adversarialdnn-playgroundAn online tool allowing users to visualize and generate adversarial examples to deceive neural networks130