To share or not to share: What risks would laypeople accept to give sensitive data to differentially-private NLP systems?

Christopher Weiss, Frauke Kreuter, Ivan Habernal

Although the NLP community has adopted central differential privacy as a go-to framework for privacy-preserving model training or data sharing, the choice and interpretation of the…