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/ML-Privacy-Regulization

HongshengHu/DBA

DBA: Distributed Backdoor Attacks against Federated Learning

HongshengHu/fedavgpy

On the Convergence of FedAvg on Non-IID Data

HongshengHu/hw1

HongshengHu/membership-inference

Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)

HongshengHu/MembershipWhiteboxAttacks

HongshengHu/MemGuard

HongshengHu/property-inference-collaborative-ml

Code for Exploiting Unintended Feature Leakage in Collaborative Learning (in Oakland 2019)

HongshengHu/unlearning-verification

verifying machine unlearning by backdooring