Trained Random Forests Completely Reveal your Dataset

Julien Ferry, Ricardo Fukasawa, Timothée Pascal +1

We introduce an optimization-based reconstruction attack capable of completely or near-completely reconstructing a dataset utilized for training a random forest. Notably, our appro…