niklausliu

PPGANs-Privacy-preserving-GANs

PPGANs: Privacy-preserving Generative Adversarial Networks.

bitcoin-bubble-index

A visualization analysis tool for price bubble of Bitcoin, including basic price information, 60-days accumulative increase, hot keywords index, and bubble index.

federated-pytorch-test

Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth

A-Library-for-Federated-Learning

Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

CrypTen

A framework for Privacy Preserving Machine Learning

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

meta-transfer-learning

TensorFlow and PyTorch implementations of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

Ultra-Light-Fast-Generic-Face-Detector-1MB

一款超轻量级通用人脸检测模型（模型文件大小仅1MB，320x240输入下计算量仅90MFlops）适用于边缘计算设备、移动端设备以及PC

ai-deadlines

:alarm_clock: top AI deadline countdowns (with an emphasis on computer vision and medical images)

awesome-blockchain-cn

收集所有区块链(BlockChain)技术开发相关资料，包括Fabric和Ethereum开发资料

BlockchainForFederatedLearning

Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.

CCF-Big-Data-Competition

CCF大数据竞赛学习历程

deep-leakage-from-gradients

[NeurIPS 2019] Deep Leakage From Gradients https://arxiv.org/abs/1906.08935

differential-privacy

differential-privacy-federated-learning

Curated notebooks on how to train neural networks using differential privacy and federated learning.

EvaluatingDPML

fed-att

Attentive Federated Learning for Private NLM

GANFingerprints

gbdt-rs

MesaTEE GBDT-RS : a fast and secure GBDT library, supporting TEEs such as Intel SGX and ARM TrustZone

Honors_Yi-Liu

kubeFL

Federated Learning Infra Architecture on Kubernetes(EKS)

leaf

Leaf: A Benchmark for Federated Settings

Mapa

niklausliu.github.io

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

OnDevAI

Federated Learning over Wireless Networks

PySyft

A library for encrypted, privacy preserving deep learning

RFA

tf-encrypted

A Framework for Machine Learning on Encrypted Data