HongshengHu

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

Attacks-on-Machine-Learning

Survey of attacks on not just only Machine Learning, but Deep Learning

membership-inference-machine-learning-literature

membership-inference-via-backdooring

ML-Privacy-Regulization

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

SIAs-Beyond_MIAs_in_Federated_Learning

source-inference-FL

HongshengHu/membership-inference-machine-learning-literature

HongshengHu/source-inference-FL

HongshengHu/membership-inference-via-backdooring

HongshengHu/SIAs-Beyond_MIAs_in_Federated_Learning

HongshengHu/pytorch-generative-model-collections

Collection of generative models in Pytorch version.

HongshengHu/ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

HongshengHu/Attacks-on-Machine-Learning

Survey of attacks on not just only Machine Learning, but Deep Learning

HongshengHu/awesome-ml-privacy-attacks

HongshengHu/backdoor_federated_learning

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

HongshengHu/BlindMI

HongshengHu/datasets

Processed datasets that we have used in our research

HongshengHu/entangled-watermark

HongshengHu/federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

HongshengHu/Federated-Learning-PyTorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

HongshengHu/FedGen

Code and data accompanying the FedGen paper

HongshengHu/FedProx

Federated Optimization in Heterogeneous Networks (MLSys '20)

HongshengHu/FRAUD-Detect

Official implementation of Washing The Unwashable : On The (Im)possibility of Fairwashing Detection, NeurIPS 2022

HongshengHu/GAN-Leaks

Official implementation of "GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models" (CCS 2020)

HongshengHu/graph-adversarial-learning-literature

A curated list of adversarial attacks and defenses papers on graph-structured data.

HongshengHu/Hidden-Trigger-Backdoor-Attacks

Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"

HongshengHu/HongshengHu

HongshengHu/label-consistent-backdoor-code

Code for "Label-Consistent Backdoor Attacks"

HongshengHu/membership-inference-evaluation

Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models

HongshengHu/NDSS21-Model-Poisoning

Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"

HongshengHu/privacy

Library for training machine learning models with privacy for training data

HongshengHu/pull-request-test

create a pull request test repo

HongshengHu/pytorch-cifar

95.47% on CIFAR10 with PyTorch

HongshengHu/PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

HongshengHu/vision

Datasets, Transforms and Models specific to Computer Vision

HongshengHu/WatermarkNN

Watermarking Deep Neural Networks (USENIX 2018)