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| Hauptverfasser: | , , , |
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| Format: | Preprint |
| Veröffentlicht: |
2026
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| Schlagworte: | |
| Online-Zugang: | https://arxiv.org/abs/2601.19575 |
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| _version_ | 1866914589243867136 |
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| author | Jansen, Luisa Ulmann, Tim Jordi, Robine Elson, Malte |
| author_facet | Jansen, Luisa Ulmann, Tim Jordi, Robine Elson, Malte |
| contents | Recently, the data protection practices of researchers in human-computer interaction and elsewhere have gained attention. Initial results suggest that researchers struggle with anonymization, partly due to a lack of clear, actionable guidance. In this work, we propose simulating re-identification attacks using the approach of red teaming versus blue teaming: a technique commonly employed in security testing, where one team tries to re-identify data, and the other team tries to prevent it. We discuss our experience applying this method to data collected in a mixed-methods study in human-centered privacy. We present usable materials for researchers to apply red teaming when anonymizing and publishing their studies' data. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2601_19575 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | Putting Privacy to the Test: Introducing Red Teaming for Research Data Anonymization Jansen, Luisa Ulmann, Tim Jordi, Robine Elson, Malte Human-Computer Interaction Recently, the data protection practices of researchers in human-computer interaction and elsewhere have gained attention. Initial results suggest that researchers struggle with anonymization, partly due to a lack of clear, actionable guidance. In this work, we propose simulating re-identification attacks using the approach of red teaming versus blue teaming: a technique commonly employed in security testing, where one team tries to re-identify data, and the other team tries to prevent it. We discuss our experience applying this method to data collected in a mixed-methods study in human-centered privacy. We present usable materials for researchers to apply red teaming when anonymizing and publishing their studies' data. |
| title | Putting Privacy to the Test: Introducing Red Teaming for Research Data Anonymization |
| topic | Human-Computer Interaction |
| url | https://arxiv.org/abs/2601.19575 |