Monitoring-based differential privacy mechanism against query-flooding parameter duplication attack

H Yan, X Li, H Li, J Li, W Sun, F Li - arXiv preprint arXiv:2011.00418, 2020 - arxiv.org
Public intelligent services enabled by machine learning algorithms are vulnerable to model
extraction attacks that can steal confidential information of the learning models through …

Monitoring-based Differential Privacy Mechanism Against Query-Flooding Parameter Duplication Attack

H Yan, X Li, H Li, J Li, W Sun, F Li - arXiv e-prints, 2020 - ui.adsabs.harvard.edu
Public intelligent services enabled by machine learning algorithms are vulnerable to model
extraction attacks that can steal confidential information of the learning models through …