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followers: 30.0 following: 20.0 repos: 18.0 gists: 0.0

Name: Ye Liu

Type: User

Company: Shanghai Jiao Tong University

Bio: student of Shanghai Jiao Tong University

Location: China

Blog: https://tianchi.aliyun.com/home/science/scienceDetail?spm=5176.12281920.0.0.77493f74ApP5wu&userId=1095279395368

Ye Liu's Projects

adaptive_auto_attack

Adversarial Robustness, White-box, Adversarial Attack

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.

adversarial-robustness-toolbox

Python library for adversarial machine learning, attacks and defences for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, Gaussian processes and more with multiple framework support

advertorch

A Toolbox for Adversarial Robustness Research

awesome-collections

Collections of all awesome thing!

awesome-noah

:octocat: AI圈Noah plan-AI数据竞赛Top可复现解决方案(Awesome Top Solution List of Excellent AI Competitions)

cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

convex_adversarial

A method for training neural networks that are provably robust to adversarial attacks.

ewr-pgd

white box adversarial attack

fast_adversarial

Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"

limited-blackbox-attacks

Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)

machinelearning

Basic Machine Learning and Deep Learning

mnist_challenge

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

obfuscated-gradients

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

pixel-deflection

Deflecting Adversarial Attacks with Pixel Deflection

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

tpu

Reference models and tools for Cloud TPUs.

vision

Datasets, Transforms and Models specific to Computer Vision

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Ye Liu's Projects

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