Code for ML Doctor
Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.
Collection of tools and resources for managing the statistical disclosure control of trained machine learning models
Partially Synthetic Data Generation for Recommender systems
Paper list of attribute inference attack
Universität des Saarlandes - Privacy Enhancing Technologies 2021 - Semester Project
Repository for the VLDB'23 paper "On the Risks of Collecting Multidimensional Data Under Local Differential Privacy"
This is a project based on attribute inference attack (or overlearning attack). We run the experiment on CelebA dataset.
Attribute Inference Attack
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