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advbox

Advbox是支持多种深度学习平台的AI模型安全工具箱，既支持白盒和黑盒算法生成对抗样本，衡量AI模型鲁棒性，也支持常见的防御算法 （ Advbox is a toolbox to generate adversarial examples ,it can benchmark the robustness of machine learning models. It support TensorFlow,Caffe2 and multi-GPU , help more users generate more adversarial examples more faster.）

adversarial_learning_paper

Paper Collection of Adversarial Machine Learning

adversarialnetspapers

The classical paper list with code about generative adversarial nets

android-open-project

Collect and classify android open source projects 微信公众号：codekk

autozoom-attack

Codes for reproducing query-efficient black-box attacks in “AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks” ​​​​, published at AAAI 2019

awesome-ai-security

:file_folder: #AISecurity

cba

Composite Backdoor Attacks Against Large Language Models

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep_learning_with_python

This is my personal Jupyter notebook mainly containg code examples in François Chollet's book: Deep Learning with Python

eguide

This is an Android Application for campus life guide, in BUPT (Beijing University of Posts and Telecommunications) version.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

ilivesdk_android_demos

ILiveSDK samples

influence-release

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

keras-gan

Keras implementations of Generative Adversarial Networks.

miraclehh.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

nas_privacy

Official Code Implementation for the CCS 2022 Paper "On the Privacy Risks of Cell-Based NAS Architectures"

native-client

弹幕派的本地客户端

neural-collaborative-filtering

pytorch version of neural collaborative filtering

neural_collaborative_filtering

Neural Collaborative Filtering

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

recommpoison

This is the code implementation for the paper "Data Poisoning Attacks to Deep Learning Based Recommender Systems"

recsys2019_deeplearning_evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches"

zoo-attack

Codes for reproducing the black-box adversarial attacks in “ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models,” ACM CCS Workshop on AI-Security, 2017