On the Limitations of Model Stealing with Uncertainty Quantification Models

9 May 2023

Papers citing "On the Limitations of Model Stealing with Uncertainty Quantification Models"

4 / 4 papers shown

Title
Attackers Can Do Better: Over- and Understated Factors of Model Stealing Attacks Daryna Oliynyk Rudolf Mayer Andreas Rauber AAML 49 0 0 08 Mar 2025
Understanding the Process of Data Labeling in Cybersecurity Tobias Braun Irdin Pekaric Giovanni Apruzzese 30 4 0 28 Nov 2023
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,661 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015