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The Top 14 Fgsm Open Source Projects

Open source projects categorized as Fgsm
Categories > Fgsm
Advbox ⭐ 1,344
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.
total releases 2most recent commit a year ago
Ares ⭐ 413
A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.
most recent commit 6 months ago
Adversarial Examples Pytorch ⭐ 353
Implementation of Papers on Adversarial Examples
most recent commit a year ago
Dba ⭐ 210
Detection by Attack: Detecting Adversarial Samples by Undercover Attack
most recent commit 3 years ago
Adv_attack_capsnet ⭐ 176
Tensorflow Implementation of Adversarial Attack to Capsule Networks
most recent commit 6 years ago
Pytorch Adversarial_box ⭐ 88
PyTorch library for adversarial attack and training
most recent commit 5 years ago
Msc 2018 Final ⭐ 66
most recent commit 6 years ago
Jpeg Defense ⭐ 65
SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression
most recent commit 5 years ago
Mtcnnattack ⭐ 57
The first real-world adversarial attack on MTCNN face detetction system to date
most recent commit 3 years ago
Paddle Adversarial Toolbox ⭐ 14
Paddle-Adversarial-Toolbox (PAT) is a Python library for Deep Learning Security based on PaddlePaddle.
most recent commit 2 years ago
Kervolution Under Adversarial Attack Pytorch ⭐ 9
implement Kervolutional Neural Networks (CVPR, 2019) and compare with CNN under the white box attack
most recent commit 5 years ago
Deep Chicken Saviour ⭐ 8
using adversarial attacks to confuse deep-chicken-terminator 🛡️ 🐔
most recent commit 4 years ago
Multiple Adversarial_examples_attack ⭐ 7
六代兴亡如梦，苒苒惊时月。纵使岁寒途远，此志应难夺。
most recent commit 4 years ago
Adversarial Attack On 3d U Net Model Brain Tumour Segmentation. ⭐ 7
Adversarial Attack on 3D U-Net model: Brain Tumour Segmentation.
most recent commit 7 months ago
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