advboxes / AdvBoxLinks
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.
☆1,392Updated 2 years ago
Alternatives and similar repositories for AdvBox
Users that are interested in AdvBox are comparing it to the libraries listed below
Sorting:
- A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX☆2,874Updated last year
- 对抗样本☆267Updated 2 years ago
- A Toolbox for Adversarial Robustness Research☆1,341Updated last year
- A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.☆507Updated last year
- Black-Box Adversarial Attack on Public Face Recognition Systems☆415Updated 3 years ago
- Implementation of Papers on Adversarial Examples☆397Updated 2 years ago
- Robust evasion attacks against neural network to find adversarial examples☆832Updated 4 years ago
- A challenge to explore adversarial robustness of neural networks on MNIST.☆754Updated 3 years ago
- DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model☆216Updated 6 years ago
- Simple pytorch implementation of FGSM and I-FGSM☆288Updated 7 years ago
- A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition☆251Updated 5 years ago
- Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples☆892Updated 2 years ago
- A challenge to explore adversarial robustness of neural networks on CIFAR10.☆498Updated 3 years ago
- A curated list of awesome resources for adversarial examples in deep learning☆264Updated 4 years ago
- Benchmarking and Visualization Tool for Adversarial Machine Learning☆187Updated 2 years ago
- A simple and accurate method to fool deep neural networks☆364Updated 5 years ago
- PyTorch implementation of adversarial attacks [torchattacks]☆2,039Updated 11 months ago
- Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and…☆5,341Updated this week
- Countering Adversarial Image using Input Transformations.☆496Updated 3 years ago
- Related papers for robust machine learning☆566Updated 2 years ago
- 对抗样本(Adversarial Examples)和投毒攻击(Poisoning Attacks)相关资料☆116Updated 6 years ago
- Physical adversarial attack for fooling the Faster R-CNN object detector☆165Updated 5 years ago
- a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).☆271Updated 4 years ago
- The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL☆238Updated 7 years ago
- Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)☆242Updated 5 years ago
- An adversarial example library for constructing attacks, building defenses, and benchmarking both☆6,326Updated last year
- Pytorch implementation of convolutional neural network adversarial attack techniques☆360Updated 6 years ago
- An adversarial attack on object detectors☆151Updated 3 years ago
- ☆245Updated 6 years ago
- Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"☆707Updated last year