https://github.com/baidu/AdvBox

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.

adversarial-attacks adversarial-example adversarial-examples deep-learning deepfool fgsm graphpipe machine-learning onnx paddlepaddle security

Last synced: 19 Feb 2025

https://github.com/advboxes/advbox

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.

adversarial-attacks adversarial-example adversarial-examples deep-learning deepfool fgsm graphpipe machine-learning onnx paddlepaddle security

Last synced: 08 Apr 2025

https://github.com/advboxes/AdvBox

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.

adversarial-attacks adversarial-example adversarial-examples deep-learning deepfool fgsm graphpipe machine-learning onnx paddlepaddle security

Last synced: 15 Mar 2025

https://github.com/thu-ml/ares

A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

adversarial-attacks adversarial-machine-learning adversarial-robustness benchmark-framework bim boundary deepfool distillation evolutionary fgsm hgd mi-fgsm mmlda nes pca spsa

Last synced: 04 Apr 2025

https://github.com/jsikyoon/adv_attack_capsnet

Tensorflow Implementation of Adversarial Attack to Capsule Networks

adversarial-example capsule-network fgsm tensorflow

Last synced: 24 Mar 2025

https://github.com/poloclub/jpeg-defense

SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

adversarial-machine-learning attack carlini-wagner deep-learning deepfool defense dnn fgsm georgia-tech i-fgsm imagenet-dataset intel jpeg-compression paper security shield tensorflow vaccination video-demo

Last synced: 13 May 2025

https://github.com/snakers4/msc-2018-final

adversarial-attacks fgsm fgvm python3 pytorch

Last synced: 07 May 2025

https://github.com/agentmaker/paddle-adversarial-toolbox

Paddle-Adversarial-Toolbox (PAT) is a Python library for Deep Learning Security based on PaddlePaddle.

bim fgsm paddle paddlepaddle pgd

Last synced: 01 Dec 2024

https://github.com/gralliry/adversarial-attack-generation-techniques

Adversarial attack generation techniques for CIFAR10 based on Pytorch: L-BFGS, FGSM, I-FGSM, MI-FGSM, DeepFool, C&W, JSMA, ONE-PIXEL, UPSET

cw deep-learning deepfool fgsm gan jsma neural-network one-pixel pytorch upset

Last synced: 19 Apr 2025

https://github.com/mayukhdeb/deep-chicken-saviour

using adversarial attacks to confuse deep-chicken-terminator :shield: :chicken:

adversarial-attacks adversarial-examples computer-vision fgsm object-detection opencv pytorch

Last synced: 18 Mar 2025

https://github.com/bliutech/adversarial-networks

ECE C147: Neural Networks & Deep Learning. Repository for "Developing Robust Networks to Defend Against Adversarial Examples". Implementing adversarial data augmentation on CNNs and RNNs.

adversarial-learning cnn fgsm pytorch rnn

Last synced: 12 Apr 2025