Weijian Xu's starred repositories

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

Language:Jupyter NotebookLicense:MITStargazers:6121Issues:189Issues:453

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

Language:PythonLicense:NOASSERTIONStargazers:6071Issues:270Issues:0

spatial-transformer-network

A Tensorflow implementation of Spatial Transformer Networks.

Language:PythonLicense:MITStargazers:974Issues:21Issues:27

obfuscated-gradients

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

Language:Jupyter NotebookStargazers:876Issues:48Issues:0

nn_robust_attacks

Robust evasion attacks against neural network to find adversarial examples

Language:PythonLicense:BSD-2-ClauseStargazers:780Issues:23Issues:42

adversarial_image_defenses

Countering Adversarial Image using Input Transformations.

Language:PythonLicense:NOASSERTIONStargazers:487Issues:19Issues:11

adv_attack_capsnet

Tensorflow Implementation of Adversarial Attack to Capsule Networks

lid_adversarial_subspace_detection

Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".

Language:PythonLicense:MITStargazers:120Issues:4Issues:4

NIPS2017_adv_challenge_defense

Mitigating Adversarial Effects Through Randomization

Language:PythonLicense:MITStargazers:115Issues:6Issues:11

WINN

Wasserstein Introspective Neural Networks (CVPR 2018 Oral)

Language:Jupyter NotebookStargazers:59Issues:5Issues:0

inn

Code for the ICCV 2017 paper "Introspective Neural Networks for Generative Modeling"

Language:PythonStargazers:11Issues:3Issues:0

inng

Introspective Neural Networks for Generative Modeling

simpleinng

SimpleINNg: Simplified Version of INNg.

Language:Jupyter NotebookStargazers:7Issues:3Issues:0