Archit Uniyal

Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks

2022

The wide adoption and application of Masked language models (MLMs) on sensitive data (from legal to medical) necessitates a thorough quantitative investigation into their privacy vulnerabilities. Prior attempts at measuring leakage of MLMs via membership …