Jianbo Chen's repositories
blackbox-attack
Blackbox attacks for deep neural network models
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
cycle-gan-tf
Reimplementation of cycle-gan(https://arxiv.org/pdf/1703.10593.pdf) with improved w-gan(https://arxiv.org/abs/1704.00028) loss in tensorflow.
foolbox
Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, Keras, …
iaf
Code for reproducing key results in the paper "Improving Variational Inference with Inverse Autoregressive Flow"
lid_adversarial_subspace_detection
Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".
mnist_challenge
A challenge to explore adversarial robustness of neural networks on MNIST.
models
Models built with TensorFlow
nbsvm
Naive Bayes SVM for Sentiment Analysis
nips14-ssl
Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"
word2vec-GoogleNews-vectors
word2vec Google News model