Ricardo Fukasawa

Trained Random Forests Completely Reveal your Dataset

2024 · PolyPublie (École Polytechnique de Montréal)

We introduce an optimization-based reconstruction attack capable of completely or near-completely reconstructing a dataset utilized for training a random forest. Notably, our approach relies solely on information readily available in commonly used libraries such as …