Researcher profile
Franziska Boenisch
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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A Unified Framework for Quantifying Privacy Risk in Synthetic Data
2022 · arXiv (Cornell University)
Synthetic data is often presented as a method for sharing sensitive information in a privacy-preserving manner by reproducing the global statistical properties of the original data without disclosing sensitive information about any individual. In practice, …
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Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders
2023 · arXiv (Cornell University)
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 costly to train, they become lucrative targets for model stealing attacks …