cleverhans-lab / cleverhans

Related projects: ⓘ

• bethgelab / foolbox
  A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
  ☆2,727Updated 5 months ago
• Trusted-AI / adversarial-robustness-toolbox
  Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and…
  ☆4,761Updated this week
• carlini / nn_robust_attacks
  Robust evasion attacks against neural network to find adversarial examples
  ☆789Updated 3 years ago
• BorealisAI / advertorch
  A Toolbox for Adversarial Robustness Research
  ☆1,291Updated last year
• anishathalye / obfuscated-gradients
  Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples
  ☆880Updated last year
• Hyperparticle / one-pixel-attack-keras
  Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
  ☆1,214Updated 4 months ago
• yenchenlin / awesome-adversarial-machine-learning
  A curated list of awesome adversarial machine learning resources
  ☆1,796Updated 3 years ago
• soumith / ganhacks
  starter from "How to Train a GAN?" at NIPS2016
  ☆11,419Updated 2 years ago
• google-deepmind / graph_nets
  Build Graph Nets in Tensorflow
  ☆5,346Updated last year
• advboxes / AdvBox
  Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and …
  ☆1,379Updated last year
• wiseodd / generative-models
  Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
  ☆7,306Updated 5 months ago
• MadryLab / mnist_challenge
  A challenge to explore adversarial robustness of neural networks on MNIST.
  ☆725Updated 2 years ago
• pyro-ppl / pyro
  Deep universal probabilistic programming with Python and PyTorch
  ☆8,502Updated this week
• tensorflow / lucid
  A collection of infrastructure and tools for research in neural network interpretability.
  ☆4,652Updated last year
• tensorlayer / TensorLayer
  Deep Learning and Reinforcement Learning Library for Scientists and Engineers
  ☆7,319Updated last year
• lanpa / tensorboardX
  tensorboard for pytorch (and chainer, mxnet, numpy, ...)
  ☆7,853Updated 2 weeks ago
• martinarjovsky / WassersteinGAN
  ☆3,202Updated 5 years ago
• tensorpack / tensorpack
  A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
  ☆6,293Updated last year
• marcotcr / lime
  Lime: Explaining the predictions of any machine learning classifier
  ☆11,519Updated last month
• horovod / horovod
  Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
  ☆14,158Updated 3 weeks ago
• apache / mxnet
  Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Juli…
  ☆20,768Updated 10 months ago
• tensorflow / tensorboard
  TensorFlow's Visualization Toolkit
  ☆6,668Updated 2 weeks ago
• google-deepmind / sonnet
  TensorFlow-based neural network library
  ☆9,748Updated last month
• eriklindernoren / Keras-GAN
  Keras implementations of Generative Adversarial Networks.
  ☆9,176Updated last year
• hwalsuklee / tensorflow-generative-model-collections
  Collection of generative models in Tensorflow
  ☆3,912Updated 2 years ago
• Cadene / pretrained-models.pytorch
  Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
  ☆9,010Updated 2 years ago
• skorch-dev / skorch
  A scikit-learn compatible neural network library that wraps PyTorch
  ☆5,807Updated last week
• openai / glow
  Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"
  ☆3,106Updated last month
• MadryLab / robustness
  A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
  ☆905Updated 8 months ago
• openai / improved-gan
  Code for the paper "Improved Techniques for Training GANs"
  ☆2,281Updated 5 years ago