AlanPeng0897

Defend_MI

Bilateral Dependency Optimization: Defending Against Model-inversion Attacks

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models and Score-based Models, a darkhorse in the field of Generative Models

awesome-ml-privacy-attacks

An awesome list of papers on privacy attacks against machine learning

diffusion_priors

Using pre-trained Diffusion models as priors for inference tasks

guided-diffusion

membership-inference-machine-learning-literature

pml2-book

Probabilistic Machine Learning: Advanced Topics