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adversarial-perturbations

Here are 13 public repositories matching this topic...

BorealisAI / advertorch

A Toolbox for Adversarial Robustness Research

security benchmarking machine-learning pytorch toolbox robustness adversarial-learning adversarial-machine-learning adversarial-example adversarial-examples adversarial-attacks adversarial-perturbations

Updated Sep 14, 2023
Jupyter Notebook

sarathknv / adversarial-examples-pytorch

Implementation of Papers on Adversarial Examples

deep-learning pytorch adversarial-networks generative-adversarial-networks adversarial-learning adversarial-examples fgsm adversarial-attacks adversarial-images perturbations adversarial-perturbations semantic-adversarial-examples

Updated Apr 24, 2023
Python

wyzjack / SLA2P

[TKDE 2024, CIKM 2022] SLA²P: Self-supervised Anomaly Detection with Adversarial Perturbation.

adversarial anomaly-detection self-supervised-learning adversarial-perturbations

Updated Dec 26, 2024
Python

BardOfCodes / fda

Code of our recently published attack FDA: Feature Disruptive Attack. Colab Notebook: https://colab.research.google.com/drive/1WhkKCrzFq5b7SNrbLUfdLVo5-WK5mLJh

style-transfer image-recognition deeplearning captioning-images adversarial-attacks adversarial-perturbations

Updated Nov 11, 2019
Python

alexklwong / targeted-adversarial-perturbations-monocular-depth

PyTorch implementation of Targeted Adversarial Perturbations for Monocular Depth Predictions (in NeurIPS 2020)

machine-learning computer-vision pytorch 3d-reconstruction 3d-vision adversarial-machine-learning adversarial-examples adversarial-attacks monocular-depth adversarial-perturbations monocular-depth-estimation neurips adversarial-robustness targeted-adversarial-attacks neurips-2020 monocular-depth-predictions

Updated Nov 15, 2022
HTML

alexklwong / stereopagnosia

PyTorch implementation of Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations (in AAAI 2021)

machine-learning computer-vision pytorch stereo aaai 3d-reconstruction stereo-vision 3d-vision adversarial-machine-learning adversarial-examples adversarial-attacks adversarial-perturbations aaai2021 fooling-stereo-networks

Updated Mar 20, 2022
Python

cliang1453 / CAMERO

CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing (ACL 2022)

ensemble-learning knowledge-distillation fine-tuning distillation weight-sharing adversarial-perturbations pretrained-language-model consistency-regularization dropouts parameter-efficient-learning

Updated Apr 15, 2022
Python

SConsul / Adversarial_Attacks

Course Project for EE782. IIT Bombay, Autumn 2019

adversarial-networks adversarial-attacks adversarial-perturbations poisoning-attack

Updated Nov 30, 2019
Jupyter Notebook

sduzpf / Awesome_Papers_on_Adversarial_Attacks_and_Defenses_via_Image_Perturbations

Adversarial Attacks and Defenses via Image perturbations

convolutional-neural-networks defense adversarial-examples data-corruption adversarial-perturbations adversarial-training adversarial-attack diffusion-models robust-learning vision-transformer vision-language-model

Updated Nov 4, 2024

krishvishal / NAG-pytorch

Pytorch implementation of https://github.com/val-iisc/nag

pytorch adversarial-networks adversarial-attacks cvpr2018 adversarial-perturbations

Updated Jun 24, 2018
Python

thelet / Ungen

Protects personal and creator photos from AI scraping, training, and deepfake generation using adversarial perturbations. This tool implements targeted feature-shifting to mislead generative models while maintaining human visual quality. Features a modular architecture, GPU-accelerated optimization, and perceptual loss constraints (SSIM/LPIPS).

computer-vision adversarial-perturbations

Updated Jan 8, 2026
Python

GuidoDC97 / AdversarialPerturbationDetection

Repository for final project of Data Mining Course

deep-learning cnn pytorch datamining google-colaboratory adversarial-perturbations

Updated Feb 24, 2021
Jupyter Notebook

RomainPierre7 / adversarial-perturbations

School AI semester project

adversarial-machine-learning adversarial-attacks adversarial-perturbations

Updated Jan 31, 2025
Jupyter Notebook

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