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adversarial-face-attack

Black-Box Adversarial Attack on Public Face Recognition Systems

advfaces

caad_18

CAAD 2018 winning submissions

cleverhans_tf2

A library for benchmarking vulnerability to adversarial examples (auto upgrade to tensorflow 2.0)

dast

A novel data-free model stealing method based on GAN

dcgan_wgan_wgan-gp_lsgan_sngan_rsgan_began_acgan_pggan_tensorflow

Implementation of some different variants of GANs by tensorflow, Train the GAN in Google Cloud Colab, DCGAN, WGAN, WGAN-GP, LSGAN, SNGAN, RSGAN, RaSGAN, BEGAN, ACGAN, PGGAN, pix2pix, BigGAN

di-2-fgsm

Improving Transferability of Adversarial Examples with Input Diversity

face-recognition-based-attendance-system

face-swiping-time-attendance-system

个人毕设项目，系统设计为教师端和学生端，主要包括刷脸签到、课程管理、考勤管理等功能模块。

facedataset

制作亚洲人脸数据集

facenet

Face recognition using Tensorflow

fast_adversarial

[ICLR 2020] A repository for extremely fast adversarial training using FGSM

fgsm-attack

TensorFlow project to experiment with adversarial examples and adversarial training

imagenet-adversarial-training

ImageNet classifier with state-of-the-art adversarial robustness

insightface

Face Analysis Project on MXNet

learngit

mindarmour

A tool box for MindSpore users to enhance model security and trustworthiness.

mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

models

Models and examples built with TensorFlow

mytest1

nips-2017

NIPS 2017 - Adversarial Learning

nips2017_adv_challenge_defense

Mitigating Adversarial Effects Through Randomization

openface

Face recognition with deep neural networks.

pix2pix

Image-to-image translation with conditional adversarial nets

progressive_growing_of_gans

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

pylearn2

Warning: This project does not have any current developer. See bellow.

spade

Semantic Image Synthesis with SPADE

stylegan

StyleGAN - Official TensorFlow Implementation

stylegan2

StyleGAN2 - Official TensorFlow Implementation

stylegan2-ada

StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation