spryin Goto Github PK

adpapers

List of Papers on Adversarial Attack and Defense (AAD) in AI Models

adversarial-examples-for-audio-data

Repo for papers to read on adversarial attack and defense techniques in the audio domain.

adversarial-examples-pytorch

Implementation of Papers on Adversarial Examples

adversarial_examples

对抗样本

ai-lancet

AI-Lancet, backdoor removal

attack-and-defense-methods

A curated list of papers on adversarial machine learning (adversarial examples and defense methods).

auto-attack

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

autoencoder

个人练习，自编码器及其变形（理论+实践）

autoencoders-variants

Pytorch implementations of various types of autoencoders

awesome-backdoor-in-deep-learning

A curated list of papers & resources on backdoor attacks and defenses in deep learning.

backdoor_attacks

bloodglucosepredict

Linear regression was used to establish a linear relationship between blood glucose and time

dimensionality_reduction_alo_codes

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

dira

Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis - CVPR 2022

gse

Implementation of Grassman-Stiefel Eigenmaps manifold learning algorithm

lcodec-deep-unlearning

Code for CVPR22 paper "Deep Unlearning via Randomized Conditionally Independent Hessians"

machine_learning_derivation

notes of machine learning algorithm derivation

mae-pytorch

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

manifold-learning

Introduction to manifold learning - mathematical theory and applied python examples (Multidimensional Scaling, Isomap, Locally Linear Embedding, Spectral Embedding/Laplacian Eigenmaps)

mathai

一个拍照做题程序。输入一张包含数学计算题的图片，输出识别出的数学计算式以及计算结果。This is a mathematic expression recognition project.

nsfw_data_scraper

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

nsfw_data_source_urls

Collection of NSFW images URLs for the purposes of training an NSFW Image Classifier

openbilibili

哔哩哔哩 bilibili go-common

paper-reading

parsetreesql

Lexical and syntax analysis for an SQL like language, which in turn generates the the parse tree for the given query.

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

robust-unlearnable-examples

[ICLR 2022] Official repository for "Robust Unlearnable Examples: Protecting Data Against Adversarial Learning"

simclr

A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"

taadpapers

Must-read Papers on Textual Adversarial Attack and Defense