machanic

CronHub

CronHub is a better crontab, it is a web application which can schedule, monitor and control the crontabs of multiple machines from the web page.

AU_R-CNN

The official implementation code of paper: "AU R-CNN：Encoding Expert Prior Knowledge into R-CNN for Action Unit Detection".

SimulatorAttack

The official implementation of CVPR 2021 paper "Simulating Unknown Target Models for Query-Efficient Black-box Attacks"

Book_The_Hitchhiker_Guide_to_LDA

《LDA漫游指南》排版最清晰 pdf和word版本

TangentAttack

The official implementation of NeurIPS 2021 paper: Finding Optimal Tangent Points for Reducing Distortions of Hard-label Attacks

MetaAdvDet

The official pytorch implementation of ACM MM 19 paper "MetaAdvDet: Towards Robust Detection of Evolving Adversarial Attacks"

cleverhans_adversarial_example_gen

modified version of tensorflow cleverhans adversarial examples, add newton fool attack and resnet network

BugTorch

The ultimate collection of the black-box adversarial attacks based on PyTorch.

SWITCH

The official PyTorch implementation of paper: Switching Gradient Directions for Query-Efficient Black-Box Adversarial Attacks

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

Adversarial_Attacks_and_Defense_NeurIPS2022

A list of papers in NeurIPS 2022 related to adversarial attack and defense / AI security.

QEBA

Code for CVPR2020 paper QEBA: Query-Efficient Boundary-Based Blackbox Attack

AWP

Codes for NeurIPS 2020 paper "Adversarial Weight Perturbation Helps Robust Generalization"

blackbox-backprop

Torch modules that wrap blackbox combinatorial solvers according to the method presented in "Differentiating Blackbox Combinatorial Solvers"

bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

cifar10_challenge

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

Derivation-of-LDA-series-formula

LDA系列公式推导（吉布斯采样，Gibbs Sampling）

differential-privacy-library

Diffprivlib: The IBM Differential Privacy Library

Face-Renovation

Official repository of the paper "HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment".

GlassPuzzleGame

The javascript implementation of an interesting puzzle game originally from the game Machinarium.

ImageNet-Adversarial-Training

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

machanic

nsfw-filter

A Google Chrome/ Firefox extension that blocks NSFW images from the web pages that you load using TensorFlow JS.

PlotNeuralNet

Latex code for making neural networks diagrams

pretrained-models.pytorch

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

pytorch-classification

Classification with PyTorch.

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

RandWireNN

Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"

really_useful_mirror

个人资源汇总