I know what you trained last summer: A survey on stealing machine learning models and defences

D Oliynyk, R Mayer, A Rauber - ACM Computing Surveys, 2023 - dl.acm.org
Machine-Learning-as-a-Service (MLaaS) has become a widespread paradigm, making
even the most complex Machine Learning models available for clients via, eg, a pay-per …
被引用次数：59 相关文章
[PDF] tuwien.ac.at

[PDF][PDF] I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences

D OLIYNYK, R MAYER, A RAUBER - 2023 - ifs.tuwien.ac.at
Authors' addresses: Daryna Oliynyk, SBA Research, Vienna, Austria, doliynyk@ sba-
research. org; Rudolf Mayer, SBA Research & Vienna University of Technology, Vienna …
[PDF] sba-research.org

[PDF][PDF] I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences

D OLIYNYK, R MAYER, A RAUBER - 2023 - publications.sba-research.org
Training a Machine Learning model can be very complex and time-consuming as well as
resource-consuming. To safeguard their intellectual property, owners may opt to keep their …

I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences

D Oliynyk, R Mayer, A Rauber - arXiv e-prints, 2022 - ui.adsabs.harvard.edu
Abstract Machine Learning-as-a-Service (MLaaS) has become a widespread paradigm,
making even the most complex machine learning models available for clients via eg a pay …

I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences

D Oliynyk, R Mayer, A Rauber - arXiv preprint arXiv:2206.08451, 2022 - arxiv.org
Machine Learning-as-a-Service (MLaaS) has become a widespread paradigm, making even
the most complex machine learning models available for clients via eg a pay-per-query …

I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences

D Oliynyk, R Mayer, A Rauber - ACM Computing Surveys, 2023 - repositum.tuwien.at
Machine-Learning-as-a-Service (MLaaS) has become a widespread paradigm, making
even the most complex Machine Learning models available for clients via, eg, a pay-per …