Reducing audio membership inference attack accuracy to chance: 4 defenses

M Lomnitz, N Lopatina, P Gamble… - arXiv preprint arXiv …, 2019 - arxiv.org
It is critical to understand the privacy and robustness vulnerabilities of machine learning
models, as their implementation expands in scope. In membership inference attacks …

Reducing audio membership inference attack accuracy to chance: 4 defenses

M Lomnitz, N Lopatina, P Gamble… - arXiv e …, 2019 - ui.adsabs.harvard.edu
It is critical to understand the privacy and robustness vulnerabilities of machine learning
models, as their implementation expands in scope. In membership inference attacks …