Lessons Learned: Defending Against Property Inference Attacks

Joshua Stock, Jens Wettlaufer, Daniel Demmler +1

This work investigates and evaluates multiple defense strategies against property inference attacks (PIAs), a privacy attack against machine learning models. Given a trained machin…