Model Extraction
What Is a Model Extraction Attack, as echoed by Google
A model extraction attack—also known as model stealing—is a cyber-attack technique in which adversaries attempt to recreate or approximate a proprietary machine-learning (ML) model by repeatedly querying it and analyzing its outputs. Google has repeatedly warned that such attacks pose a growing threat; as artificial intelligence systems become more accessible through public and private APIs. […]
