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Yb Int. L."},{"key":"ref190","first-page":"189","article-title":"Equality and non-discrimination","author":"Moeckli","year":"2010","journal-title":"Int. Hum. Rights Law"},{"key":"ref191","doi-asserted-by":"publisher","DOI":"10.1017\/9781009207898"},{"key":"ref192","volume-title":"Law of the European Convention on Human Rights","author":"Harris","year":"2023"},{"key":"ref193","volume-title":"International Convention on the Elimination of All Forms of Racial Discrimination","year":"2006"},{"key":"ref194","first-page":"2006","article-title":"Convention on the elimination of all forms of discrimination against women","volume":"20","author":"Assembly","year":"1979","journal-title":"Retrieved April"},{"key":"ref195","first-page":"16","article-title":"Establishing a general framework for equal treatment in employment and occupation","author":"Directive","year":"2000","journal-title":"Council Directive"},{"key":"ref196","article-title":"On the legal compatibility of fairness definitions","author":"Xiang","year":"2019","journal-title":"arXiv:1912.00761"},{"key":"ref197","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.2477899"},{"key":"ref198","first-page":"2016","article-title":"Regulation (EU) 2016\/679 of the European parliament and of the council","volume":"679","author":"Regulation","year":"2016","journal-title":"Regulation (EU)"},{"key":"ref199","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4020-6914-7_13"},{"key":"ref200","volume-title":"Recommendation of the Council on Artificial Intelligence","author":"Council","year":"2019"},{"key":"ref201","volume-title":"Recommendation on the Ethics of Artificial Intelligence","year":"2021"},{"key":"ref202","volume-title":"Proposal for a Regulation of the European Parliament and the Council Laying Down Harmonised Rules on Artificial Intelligence (Artificial Intelligence Act) and Amending Certain Union Legislative Acts","author":"Act","year":"2021"},{"key":"ref203","volume-title":"The European Parliament Resolution in `Civil Law Rules on Robotics","year":"2017"},{"key":"ref204","volume-title":"Legislative Train Schedule, Civil Law Rules on Robotics","year":"2021"},{"key":"ref205","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-64107-2_21"},{"key":"ref206","doi-asserted-by":"publisher","DOI":"10.1177\/0306312717741687"},{"key":"ref207","volume-title":"Ethics of Connected and Automated Vehicles: Recommendations on Road Safety, Privacy, Fairness, Explainability and Responsibility","author":"Bonnefon","year":"2020"},{"key":"ref208","first-page":"171","article-title":"The costs of self-driving cars: Reconciling freedom and privacy with tort liability in autonomous vehicle regulation","volume":"17","author":"Boeglin","year":"2015","journal-title":"Yale JL Tech."},{"issue":"2","key":"ref209","first-page":"851","article-title":"Autonomous vehicle regulation: How an uncertain legal landscape may hit the brakes on self-driving cars","volume":"31","author":"Brodsky","year":"2016","journal-title":"Berkeley Technol. Law J."},{"key":"ref210","doi-asserted-by":"publisher","DOI":"10.1007\/s11948-013-9498-4"},{"key":"ref211","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-007-1356-7"},{"key":"ref212","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.3749078"},{"key":"ref213","volume-title":"On Artificial Intelligence\u2014A European Approach to Excellence and Trust","year":"2020"},{"key":"ref214","doi-asserted-by":"publisher","DOI":"10.1145\/3465416.3483302"},{"key":"ref215","doi-asserted-by":"publisher","DOI":"10.26599\/IJCS.2022.9100033"},{"key":"ref216","article-title":"Model evaluation for extreme risks","author":"Shevlane","year":"2023","journal-title":"arXiv:2305.15324"},{"key":"ref217","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/260"},{"key":"ref218","article-title":"The malicious use of artificial intelligence: Forecasting, prevention, and mitigation","author":"Brundage","year":"2018","journal-title":"arXiv:1802.07228"},{"key":"ref219","doi-asserted-by":"publisher","DOI":"10.1145\/3287560.3287596"}],"container-title":["Proceedings of the IEEE"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5\/10556784\/10540476.pdf?arnumber=10540476","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,16]],"date-time":"2025-06-16T18:59:26Z","timestamp":1750100366000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10540476\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4]]},"references-count":219,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/jproc.2024.3403898","relation":{},"ISSN":["0018-9219","1558-2256"],"issn-type":[{"value":"0018-9219","type":"print"},{"value":"1558-2256","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,4]]}}}