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3d-adv-pc

Generating 3D Adversarial Point Clouds

ad-versarial

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.

advcam-hide-adv-with-natural-styles

adversarial-face-attack

Black-Box Adversarial Attack on Public Face Recognition Systems

advgan-tf

Tensorflow implementation of Generating Adversarial Examples with Adversarial Networks

alrploss

Official PyTorch Implementation of aLRP Loss [NeurIPS2020]

amm.pytorch

apriori

Python Implementation of Apriori Algorithm for finding Frequent sets and Association Rules

ares

A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

attack-imagenet

No.2 solution of Tianchi ImageNet Adversarial Attack Challenge.

attackbox

augmentation-using-albumentations

Python augmentation script for COCO Format Datasets and YOLO format using Albumentations Library

auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

awesome-adversarial-examples-dl

A curated list of awesome resources for adversarial examples in deep learning

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-graph-attack-papers

Adversarial attacks and defenses on Graph Neural Networks.

awesome-time-series-analysis

This list collects learning resource, tools and dataset for time series analysis/time series data mining.

awesome-tiny-object-detection

🕶 A curated list of Tiny Object Detection papers and related resources.

cifar10_challenge

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

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

crnn-pytorch

Pytorch implementation of CRNN (CNN + RNN + CTCLoss) for all language OCR.

crnn.pytorch

Convolutional recurrent network in pytorch

cvpr2019-adversarial-robustness

CVPR 2019 paper "Disentangling Adversarial Robustness and Generalization".

cvpr2021-papers-with-code

CVPR 2021 论文和开源项目合集

dag

Adversarial Examples for Semantic Segmentation and Object Detection

data-efficient-gans

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods.

deeprobust

A pytorch adversarial library for attack and defense methods on images and graphs

dual-manifold-adversarial-training