Killing One Bird with Two Stones: Model Extraction and Attribute Inference Attacks against BERT-based APIs

Chen Chen, Xuanli He, Lingjuan Lyu +1

The collection and availability of big data, combined with advances in pre-trained models (e.g., BERT, XLNET, etc), have revolutionized the predictive performance of modern natural…