zhaoweixin

dp-sniper

A machine-learning-based tool for discovering differential privacy violations in black-box algorithms.

manip-ml

Code for the IEEE S&P 2018 paper 'Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning'

auditing-dpsgd

Code for Auditing DPSGD

python

Exercism exercises in Python.

elsarticle

Elsevier template 'elsarticle'.

PrivacyPreservingDataProcessing

rivacy-preserving data processing techniques using diffprivlib

shuffle

Implementation of two new protocols in the Shuffle Model of Differential Privacy for the private summation of vector-valued messages

dive-into-llms

《动手学大模型Dive into LLMs》系列编程实践教程

Vision-Transformer

这里包含了Vit的代码以及数据集部分。

sentence-transformers

State-of-the-Art Text Embeddings

PD-based-data

Data for "A Primal-Dual Based Power Control Approach for Capacitated Edge Servers"

Video-MME

✨✨Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

PyDP

The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy

Delta-Siege

vscode-nes

VS Code插件 —— 红白机模拟器

AAAMLP-CN

Approaching (Almost) Any Machine Learning Problem中译版，在线文档地址：https://ytzfhqs.github.io/AAAMLP-CN/

differential-privacy

Google's differential privacy libraries.

differential-privacy-library

Diffprivlib: The IBM Differential Privacy Library

PySyft

Perform data science on data that remains in someone else's server

opacus

Training PyTorch models with differential privacy

privacy

Library for training machine learning models with privacy for training data

awesome-ml-privacy-attacks

An awesome list of papers on privacy attacks against machine learning

machine-learning-for-auditors

Source code for 'Machine Learning for Auditors' by Maris Sekar

street-fighter-ai

This is an AI agent for Street Fighter II Champion Edition.

Awesome-AITools

Collection of AI-related utilities. Welcome to submit issues and pull requests /收藏AI相关的实用工具，欢迎提交issues 或者pull requests

programming-dp

Awesome-Differential-Privacy-and-Meachine-Learning

机器学习和差分隐私的论文笔记和代码仓

GNN-Recommender-Systems

An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)

GraphRec_PyTorch

A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)

GraphRec-WWW19

Graph Neural Networks for Social Recommendation, WWW'19