xiyueyiwan Goto Github PK

1book

《Web安全之机器学习入门》

2book

《Web安全之深度学习实战》

3book

《Web安全之强化学习与GAN》

accuracy-first-differential-privacy

Code for NIPS'2017 paper

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

aisafetylecturenotes

Machine Learning Safety

amber

Amber(A machine learning system behaved in an encrypted manner)：Simple, Fast Privacy-preserving NN lib

analytic-gaussian-mechanism

Analytic calibration for differential privacy with Gaussian perturbations

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

artificial-intelligence

SEU CSE <Artificial Intelligence> Assignments & Docs

autodp

autodp: A flexible and easy-to-use package for differential privacy

awesome-differential-privacy

Differential privacy theory and code， differential private machine learning

awesome-gnn-research

My future research

awesome-honeypots

an awesome list of honeypot resources

awesome-machine-learning-cn

机器学习资源大全中文版，包括机器学习领域的框架、库以及软件

awesome-ml-for-cybersecurity

:octocat: Machine Learning for Cyber Security

awesome-mpc

A curated list of multi party computation resources and links.

awesome-privacy

Repository for collection of research papers on privacy.

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

backdoor_federated_learning

Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)

bayesian-differential-privacy

Code for the paper "Bayesian Differential Privacy for Machine Learning"

blog

Some notes on things I find interesting and important.

book-resources

book1

《数据安全架构设计与实战》：本书系统性地介绍数据安全架构的设计与实践，融入了作者多年在安全领域积累的实践经验。全书分四大部分，共20章。 第一部分介绍安全架构的基础知识，内容包括安全、数据安全、安全架构、5A方法论、CIA等基本概念,为后续论述奠定基础。 第二部分介绍产品安全架构，内容包括：身份认证、授权、访问控制、审计、资产保护等，讲解如何从源头设计来保障数据安全和隐私安全，防患于未然。 第三部分介绍安全技术体系架构，内容包括：安全技术架构、网络和通信层安全架构、设备和主机层安全架构、应用和数据层安全架构、安全架构案例分析等。 第四部分介绍数据安全与隐私保护治理，内容包括：数据安全治理、数据安全政策文件体系、隐私保护基础与增强技术、GRC治理框架、数据安全与隐私保护的统一等。

ccs21-ahead

coin-press

Simple and practical private mean and covariance estimation. NeurIPS 2020.

collectivelocaldifferentialprivacy

comp551_project4

Adding Gaussian noise to gradient values of back propagation in order to make differntial privacy

conference-acceptance-rate

Statistics of acceptance rate for the main AI conference

contpl

ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy