Purpose Limitation for Models

1. 

   Mühlhoff, Rainer, and Hannah Ruschemeier. 2024. “Regulating AI via Purpose Limitation for Models.” AI Law and Regulation. https://dx.doi.org/10.21552/aire/2024/1/5.

   Full text Publisher's website bibtex

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   @article{Mü-Ru2023:PLM,
     title = {Regulating {{AI}} via {{Purpose Limitation}} for {{Models}}},
     author = {Mühlhoff, Rainer and Ruschemeier, Hannah},
     journal = {AI Law and Regulation},
     url = {https://dx.doi.org/10.21552/aire/2024/1/5},
     year = {2024},
     langid = {english},
     web_group = {aktuell},
     web_thumbnail = {/assets/images/publications/Mü-Ru2023:PLM.jpg},
     web_fulltext = {/media/publications/mühlhoff_ruschemeier_2024_regulating_ai_with_purpose_limitation_for_models.pdf},
     web_publisher = {https://aire.lexxion.eu/article/AIRE/2024/1/5}
   }
   

1. 

   Mühlhoff, Rainer, and Hannah Ruschemeier. 2024. “Updating Purpose Limitation for AI: A Normative Approach from Law and Philosophy.” SSRN Preprint, January. https://papers.ssrn.com/abstract=4711621.

   Full text pre-print bibtex

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   @article{Mü-Ru2024:UPL,
     type = {SSRN Preprint},
     title = {Updating {{Purpose Limitation}} for {{AI}}: {{A}} Normative Approach from Law and Philosophy},
     shorttitle = {Updating {{Purpose Limitation}} for {{AI}}},
     author = {Mühlhoff, Rainer and Ruschemeier, Hannah},
     date = {2024-01-22},
     url = {https://papers.ssrn.com/abstract=4711621},
     langid = {english},
     pubstate = {preprint},
     keywords = {AI Act,AI Governance,AI regulation,collective privacy,data ethics,data protection,Ethics,EU regulation,GDPR,general purpose AI systems,LLMSs,Open Source,power asymmetries,secondary data use},
     web_thumbnail = {/assets/images/publications/Mü-Ru2024:UPL.jpg},
     web_fulltext = {/media/publications/mühlhoff_ruschemeier_2024_updating_purpose_limitation_for_ai.pdf},
     web_preprint = {https://ssrn.com/abstract=4711621},
     web_group = {preprint}
   }
   

The Risk of Secondary Use of Trained Models

1. 

   Ruschemeier, Hannah. 2024. “Prediction Power as a Challenge for the Rule of Law.” SSRN Preprint. doi:10.2139/ssrn.4888087.

   Full text bibtex

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   @article{Ru2024:PredictionPower,
     type = {SSRN Preprint},
     title = {Prediction Power as a Challenge for the Rule of Law},
     author = {Ruschemeier, Hannah},
     year = {2024},
     doi = {10.2139/ssrn.4888087},
     url = {https://doi.org/10.2139/ssrn.4888087},
     langid = {english},
     keywords = {AI,Data,Power,Predictions,Public Actors,Rule of Law},
     pubstate = {preprint},
     web_fulltext = {https://papers.ssrn.com/abstract=4814999},
     web_group = {third-party},
     web_thumbnail = {/assets/images/publications/Ru2024:PredictionPower.jpg}
   }
   

1. 

   Mühlhoff, Rainer. 2024. “Das Risiko Der Sekundärnutzung Trainierter Modelle Als Zentrales Problem Von Datenschutz Und KI-Regulierung Im Medizinbereich.” In KI Und Robotik in Der Medizin – Interdisziplinäre Fragen, edited by Hannah Ruschemeier and Björn Steinrötter. Nomos. doi:10.5771/9783748939726-27.

   Full text bibtex

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   @incollection{Mü2023RisikoSekundärnutzung,
     title = {Das Risiko der Sekundärnutzung trainierter Modelle als zentrales Problem von Datenschutz und KI-Regulierung im Medizinbereich},
     booktitle = {KI und Robotik in der Medizin – interdisziplinäre Fragen},
     author = {Mühlhoff, Rainer},
     editor = {Ruschemeier, Hannah and Steinrötter, Björn},
     year = {2024},
     doi = {10.5771/9783748939726-27},
     publisher = {Nomos},
     isbn = {9783748939726},
     web_group = {aktuell},
     web_thumbnail = {/assets/images/publications/Mü2023RisikoSekundärnutzung.jpg},
     web_fulltext = {/media/publications/mühlhoff_2024_risiko_der_sekundärnutzung.pdf}
   }
   

1. 

   Mühlhoff, Rainer, and Theresa Willem. 2023. “Social Media Advertising for Clinical Studies: Ethical and Data Protection Implications of Online Targeting.” Big Data & Society, 1–15. doi:10.1177/20539517231156127.

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   @article{Mü-Willem2022,
     author = {Mühlhoff, Rainer and Willem, Theresa},
     title = {Social Media Advertising for Clinical Studies: Ethical and Data Protection Implications of Online Targeting},
     journal = {Big Data & Society},
     page = {1–15},
     year = {2023},
     doi = {10.1177/20539517231156127},
     web_group = {papers},
     web_thumbnail = {/assets/images/publications/Mü-Willem2022.jpg},
     web_fulltext = {/media/publications/mühlhoff_willem_2023_social_media_advertising_for_clinical_studies.pdf}
   }
   

1. 

   Mühlhoff, Rainer. 2023. Die Macht Der Daten. Warum Künstliche Intelligenz Eine Frage Der Ethik Ist. V&R unipress, Universitätsverlag Osnabrück. doi:10.14220/9783737015523.

   Full text Publisher's website bibtex

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   @book{Mü2023:MD,
     title = {Die Macht der Daten. Warum Künstliche Intelligenz eine Frage der Ethik ist},
     author = {Mühlhoff, Rainer},
     doi = {10.14220/9783737015523},
     isbn = {978-3-8471-1552-6,978-3-7370-1552-3},
     publisher = {V&R unipress, Universitätsverlag Osnabrück},
     url = {https://www.vr-elibrary.de/doi/book/10.14220/9783737015523},
     year = {2023},
     web_group = {books},
     web_thumbnail = {/assets/images/publications/Mü2023:MD.jpg},
     web_fulltext = {/media/publications/mühlhoff_2023_die_macht_der_daten.pdf},
     web_publisher = {https://www.vandenhoeck-ruprecht-verlage.com/themen-entdecken/schule-und-unterricht/ethik-werte-und-normen/58171/die-macht-der-daten}
   }
   

Limitations of Existing Data Protection Regulation

1. 

   Mühlhoff, Rainer, and Hannah Ruschemeier. 2024. “Predictive Analytics and the GDPR: Collective Dimensions of Data Protection.” Law, Innovation and Technology. doi:10.1080/17579961.2024.2313794.

   Full text bibtex

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   @article{Mü-Ru2024:LIT,
     title = {Predictive {{Analytics}} and the {{GDPR}}: {{Collective Dimensions}} of {{Data Protection}}},
     author = {Mühlhoff, Rainer and Ruschemeier, Hannah},
     date = {2024},
     journaltitle = {Law, Innovation and Technology},
     doi = {10.1080/17579961.2024.2313794},
     annotation = {alter key: Mü-Ru2023:EN},
     web_group = {papers},
     web_thumbnail = {/assets/images/publications/Mü-Ru2024:LIT.jpg},
     web_fulltext = {/media/publications/mühlhoff_ruschemeier_2024_predictive_analytics_and_the_gdpr.pdf}
   }
   

1. 

   Ruschemeier, Hannah. 2024. “Generative AI and Data Protection.” SSRN Preprint. https://papers.ssrn.com/abstract=4814999.

   Full text bibtex

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   @article{Ru2024:GenAI,
     type = {SSRN Preprint},
     title = {Generative AI and Data Protection},
     author = {Ruschemeier, Hannah},
     year = {2024},
     url = {https://papers.ssrn.com/abstract=4814999},
     langid = {english},
     pubstate = {preprint},
     keywords = {AI,AI Act,Data Protection,EU Data Protection,GDPR,Generative AI,LLMs,privacy,privacy rights,regulation,right to data protection},
     web_thumbnail = {/assets/images/publications/Ru2024:GenAI.jpg},
     web_fulltext = {https://papers.ssrn.com/abstract=4814999},
     web_group = {third-party}
   }
   

1. 

   Mühlhoff, Rainer, and Hannah Ruschemeier. 2022. “Predictive Analytics Und DSGVO: Ethische Und Rechtliche Implikationen.” In Telemedicus – Recht Der Informationsgesellschaft, Tagungsband Zur Sommerkonferenz 2022, edited by Hans-Christian Gräfe and Telemedicus e.V., 38–67. Deutscher Fachverlag.

   Full text bibtex

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   @incollection{Mü-Ru2022,
     title = {Predictive Analytics und DSGVO: Ethische und rechtliche Implikationen},
     booktitle = {Telemedicus – Recht der Informationsgesellschaft, Tagungsband zur Sommerkonferenz 2022},
     author = {Mühlhoff, Rainer and Ruschemeier, Hannah},
     editor = {Gräfe, Hans-Christian and {Telemedicus e.V.}},
     date = {2022},
     pages = {38--67},
     publisher = {Deutscher Fachverlag},
     location = {Frankfurt am Main},
     isbn = {978-3-8005-1857-9},
     web_group = {papers},
     web_thumbnail = {/assets/images/publications/Mü-Ru2022.jpg},
     web_fulltext = {/media/publications/telemedicus-2022-tagungsband-isbn-978-3-8005-1857-9.pdf}
   }