Hongwei Yao

FDINet: Protecting against DNN Model Extraction via Feature Distortion Index

2023 · arXiv (Cornell University)

Machine Learning as a Service (MLaaS) platforms have gained popularity due to their accessibility, cost-efficiency, scalability, and rapid development capabilities. However, recent research has highlighted the vulnerability of cloud-based models in MLaaS to model extraction …