Monitoring-based differential privacy mechanism against query flooding-based model extraction attack

H Yan, X Li, H Li, J Li, W Sun, F Li - IEEE Transactions on …, 2021 - ieeexplore.ieee.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-Based Model Extraction Attack

H Yan, X Li, H Li, J Li, W Sun, F Li - IEEE Transactions on …, 2022 - computer.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 …