Chen Ma's repositories
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
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.
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
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