Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders

Jan Dubiński, Stanisław Pawlak, Franziska Boenisch +2

Machine Learning as a Service (MLaaS) APIs provide ready-to-use and high-utility encoders that generate vector representations for given inputs. Since these encoders are very costl…