Rethinking Privacy in Machine Learning Pipelines from an Information Flow Control Perspective

Lukas Wutschitz, Boris Köpf, Andrew Paverd +6

Modern machine learning systems use models trained on ever-growing corpora. Typically, metadata such as ownership, access control, or licensing information is ignored during traini…