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Hongyi Liu's Projects

backdoors101 icon backdoors101

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

cleverhans icon cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

ddos-scripts icon ddos-scripts

This repo consists of various DDoS scripts, collected from internet. Layer-4 and Layer-7 levels can be targeted using these scripts.

dlg icon dlg

[NeurIPS 2019] Deep Leakage From Gradients

dts icon dts

A Keras library for multi-step time-series forecasting.

fgsm icon fgsm

Simple pytorch implementation of FGSM and I-FGSM

foolbox icon foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

geneticalgorithmpython icon geneticalgorithmpython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

gllvm icon gllvm

Whole Program LLVM: wllvm ported to go

gradattack icon gradattack

GradAttack is a Python library for easy evaluation of privacy risks in public gradients in Federated Learning, as well as corresponding mitigation strategies.

harmonyos icon harmonyos

A curated list of awesome things related to HarmonyOS. 华为鸿蒙操作系统。

higher icon higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

howtotrainyourmamlpytorch icon howtotrainyourmamlpytorch

The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) paper in Pytorch.

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