Pareto-Secure Machine Learning (PSML): Fingerprinting and Securing Inference Serving Systems

Debopam Sanyal, Jui-Tse Hung, Manav Agrawal +6

Model-serving systems have become increasingly popular, especially in real-time web applications. In such systems, users send queries to the server and specify the desired performa…