cxmscb

face-dataset-cleaner

An implementation to clean large scale public face dataset

robust_audio_ae

Robust Audio Adversarial Example for a Physical Attack

pencil_drawing

a reimplementation of "Combining Sketch and Tone for Pencil Drawing Production"

adv_interp

Adversarial Interpolation Training

Adversarial-Defense-by-Suppressing-High-Frequencies

An efficient adversarial defense method with strong insights which won the fifth place of the IJCAI-2019 Alibaba Adversarial AI Challenge.

ZAM

ZAM: Zero parameter Attention Module

attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

Cov-Pooling-Steganalytic-Network

A fast and effective global covariance pooling network for image steganalysis in spatial domain.

tulip

Scaleable input gradient regularization

RAD-PAW

RAD-PAW: Reconstructed Adversarial Defense via Pixel Attention Weight

STN-Code

Code for Stability Training with Noise (STN)

Magic-Pencil

implementation of "Combining Sketch and Tone for Pencil Drawing Production"

emoji_wgan_and_pix2pix

emoji wgan (improved) and emoji pix2pix

ATDA_scb

Adversarial Training with Domain Adaptation on Fashion-MNIST, SVHN, CIFAR-10 and CIFAR-100

libspectrogram

A library for computing spectrograms and periodograms

ATDA

Improving the Generalization of Adversarial Training with Domain Adaptation

dl_spectral_normalization

Xlearn

Transfer Learning Library

Stochastic_CNN

This is a Stochastic Convolutional Neural Network being used by xinze.zh

DPSH

Guided-Denoise

The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL

ADSH-AAAI2018

source code for paper "Asymmetric Deep Supervised Hashing" on AAAI-2018

tensorflow_word2vec_Skip_Gram

tensorflow word2vec-Skip-Gram in English

ensemble-adv-training

Ensemble Adversarial Training on MNIST

adversarial-classifier

It turns out that adversarial and clean data are not twins, not at all.