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20222026
most citedI Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences

130 citations · 130 across the 4 of their papers we have counts for

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cs.CR2025

I Stolenly Swear That I Am Up to (No) Good: Design and Evaluation of Model Stealing Attacks

Daryna Oliynyk, Rudolf Mayer, Kathrin Grosse +1

Model stealing attacks endanger the confidentiality of machine learning models offered as a service. Although these models are kept secret, a malicious party can query a model to l…

cs.LG2025

Attackers Can Do Better: Over- and Understated Factors of Model Stealing Attacks

Daryna Oliynyk, Rudolf Mayer, Andreas Rauber

Machine learning models were shown to be vulnerable to model stealing attacks, which lead to intellectual property infringement. Among other methods, substitute model training is a…