adversarial-perturbations

There are 1 repository under adversarial-perturbations topic.

BorealisAI / advertorch
A Toolbox for Adversarial Robustness Research
pytorch adversarial-examples adversarial-example adversarial-perturbations adversarial-attacks adversarial-machine-learning adversarial-learning robustness toolbox security machine-learning benchmarking
Language:Jupyter Notebook 1272
sarathknv / adversarial-examples-pytorch
Implementation of Papers on Adversarial Examples
adversarial-attacks adversarial-defence adversarial-examples adversarial-images adversarial-learning adversarial-networks adversarial-perturbations deep-learning deep-neural-networks fgsm generative-adversarial-networks opencv perturbations python3 pytorch random-perturbations semantic-adversarial-examples visualization
Language:Python 374
wyzjack / SLA2P
[CIKM 2022] Self-supervision Meets Adversarial Perturbation: A Novel Framework for Anomaly Detection (PyTorch)
adversarial adversarial-perturbations anomaly-detection self-supervised-learning
Language:Python 30
BardOfCodes / fda
Code of our recently published attack FDA: Feature Disruptive Attack. Colab Notebook: https://colab.research.google.com/drive/1WhkKCrzFq5b7SNrbLUfdLVo5-WK5mLJh
deeplearning adversarial-attacks style-transfer captioning-images image-recognition adversarial-perturbations
Language:Python 19
alexklwong / targeted-adversarial-perturbations-monocular-depth
PyTorch implementation of Targeted Adversarial Perturbations for Monocular Depth Predictions (in NeurIPS 2020)
adversarial-attacks adversarial-machine-learning adversarial-examples adversarial-perturbations targeted-adversarial-attacks computer-vision machine-learning adversarial-robustness pytorch neurips-2020 monocular-depth-estimation monocular-depth 3d-reconstruction 3d-vision neurips monocular-depth-predictions
Language:HTML 14
alexklwong / stereopagnosia
PyTorch implementation of Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations (in AAAI 2021)
machine-learning adversarial-perturbations adversarial-attacks computer-vision pytorch 3d-vision 3d-reconstruction adversarial-machine-learning adversarial-examples stereo stereo-vision aaai aaai2021 fooling-stereo-networks
Language:Python 12
cliang1453 / CAMERO
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing (ACL 2022)
consistency-regularization distillation ensemble-learning fine-tuning knowledge-distillation parameter-efficient-learning pretrained-language-model weight-sharing adversarial-perturbations dropouts
Language:Python 7
SConsul / Adversarial_Attacks
Course Project for EE782. IIT Bombay, Autumn 2019
adversarial-attacks adversarial-networks poisoning-attack adversarial-perturbations
Language:Jupyter Notebook 7
krishvishal / NAG-pytorch
Pytorch implementation of https://github.com/val-iisc/nag
pytorch adversarial-attacks adversarial-networks adversarial-perturbations cvpr2018
Language:Python 4
GuidoDC97 / AdversarialPerturbationDetection
Repository for final project of Data Mining Course
datamining pytorch google-colaboratory adversarial-perturbations deep-learning cnn
Language:Jupyter Notebook 0