Inf2Guard

Research Artifact of USENIX Security 2024 Paper: Information-Theoretic Privacy-Preserving Representation Learning against Inference Attacks

Installation

Build from source code

git clone https://github.com/leilynourbakhsh/Inf2Guard
cd GCert
pip install -r requirements.txt

Name		Name	Last commit message	Last commit date
Latest commit History 39 Commits
Attacks		Attacks
CelebA		CelebA
Census		Census
Cifar-10		Cifar-10
Defense		Defense
Output		Output
Purchase-100		Purchase-100
Texas-100		Texas-100
Utils		Utils
cifar/cifar-10-batches-py		cifar/cifar-10-batches-py
custom		custom
textdata		textdata
Inversion.py		Inversion.py
README.md		README.md
inverseUtil.py		inverseUtil.py
main.py		main.py
models.py		models.py
train_model.py		train_model.py