Hourenxuan1018

graph_comb_opt

Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"

pytorch_structure2vec

pytorch implementation of structure2vec (https://arxiv.org/abs/1603.05629)

fastCover

ToupleGDD

Implementation of "ToupleGDD: A Fine-Designed Solution of Influence Maximization by Deep Reinforcement Learning" (https://arxiv.org/abs/2210.07500)

LeNSE

DeepIM

ACGAN_cifar10

A PyTorch implementation of Auxiliary Classifier GAN to generate CIFAR10 images.

GANs-on-CIFAR10

Train a generator-discriminator pair on CIFAR10

Knowledge-Enriched-DMI

canary-in-a-coalmine

membership-inference-evaluation

Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models

EvaluatingDPML

This project's goal is to evaluate the privacy leakage of differentially private machine learning models.

MI-Attack

featureinference-vfl

BlindMI

rebMIGraph

ML-Doctor

Code for ML Doctor

MI-on-EL

The implementation of "Accuracy-Privacy Trade-off in Deep Ensemble Learning"

Soteria

Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"

source-inference-FL

ml_privacy_meter

Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.

parameters_or_privacy

mia_prune

Membership Inference Attacks and Defenses in Neural Network Pruning

sif_mi_attack

Membership Inference Attack Using Self Influence Functions

Semi-Leak

AttInfExplanations

Code for the paper titled "Inferring Sensitive Attributes from Model Explanations" published in ACM CIKM 2022.

snap-sp23

Multimodal-membership-inference

Class_Attribute_Inference_Attacks

Source code for our paper "Image Classifiers Leak Sensitive Attributes About Their Classes".

PIA

Official repo for An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization