Qilong Zhang's repositories
fucking-algorithm
手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.
ghost-network
Source code for Learning Transferable Adversarial Examples via Ghost Networks
ImageNet-Adversarial-Training
ImageNet classifier with state-of-the-art adversarial robustness
Targeted-Universal-Adversarial-Perturbation
Extended Universal Adversarial Perturbation to targeted attack.
AdvBox
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.
AdversarialDNN-Playground
VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
Curls-Whey
The implementation of 'Curls & Whey: Boosting Black-Box Adversarial Attacks' in pytorch
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
DeepLearningTutorials
Deep Learning与PyTorch入门实战视频教程
eat_tensorflow2_in_30_days
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
ganhacks
starter from "How to Train a GAN?" at NIPS2016
gans-in-action
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
Grad-CAM.pytorch
pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...
Intermediate-Level-Attack
[ICCV 2019] Enhancing Adversarial Example Transferability with an Intermediate Level Attack (https://arxiv.org/abs/1907.10823)
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
models
Models and examples built with TensorFlow
nn_robust_attacks
Robust evasion attacks against neural network to find adversarial examples
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
pytorch-deform-conv-v2
PyTorch implementation of Deformable ConvNets v2 (Modulated Deformable Convolution)
PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
tensorflow-generative-model-collections
Collection of generative models in Tensorflow
TianchiAdversarial
Tianchi Image Adversarial Attack Competition 5th Solution
Translation-Invariant-Attacks
The translation-invariant adversarial attack method to improve the transferability of adversarial examples.