Search Results for author: Aygul Garifullina

Found 2 papers, 1 papers with code

Memorization of Named Entities in Fine-tuned BERT Models

1 code implementation7 Dec 2022 Andor Diera, Nicolas Lell, Aygul Garifullina, Ansgar Scherp

One such risk is training data extraction from language models that have been trained on datasets, which contain personal and privacy sensitive information.

Memorization Privacy Preserving +4

rx-anon -- A Novel Approach on the De-Identification of Heterogeneous Data based on a Modified Mondrian Algorithm

no code implementations18 May 2021 Fabian Singhofer, Aygul Garifullina, Mathias Kern, Ansgar Scherp

To control the influence of anonymization over unstructured textual data versus structured data attributes, we introduce a modified, parameterized Mondrian algorithm.

De-identification

Cannot find the paper you are looking for? You can Submit a new open access paper.