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Publications

Journal articles:

  • Casarosa, F., & Gennari, F. (2025). Data Sharing in the Internet of Medical Things: Between the Data Act and the EHDS. European Journal of Risk Regulation, 1-23. https://doi.org/10.1017/err.2025.18
  • Gennari, F., & Casarosa, F. (2025). La condivisione dei dati nei dispositivi medici connessi (IoMT): tra il Data Act e lo Spazio europeo sui dati sanitari. BioLaw Journal-Rivista di BioDiritto, (1), 667-704. https://doi.org/10.15168/2284-4503-3504
  • Xu, M., Rossi, A., & Tamò-Larrieux, A. (2025). The Future of Personalized Privacy Assistants: Gathering of Expert Opinions. Digital Society, 4(3), 75. https://doi.org/10.1007/s44206-025-00232-4
  • Gennari, F. (2024). Mixed-Functions IoT devices: a Regulatory and Liability Requirements’ Maze. A First Overview. European Journal of Risk Regulation, 15(4), 912-927. https://doi.org/10.1017/err.2024.68
  • Doan, X., Rossi, A., Botes, M., & Selzer, A. (2024). Comparing Attitudes Toward Different Consent Mediums: Semistructured Qualitative Study. JMIR Human Factors, 11, e53113. https://doi.org/10.2196/53113
  • Rossi, A., Carli, R., Botes, M. W., Fernandez, A., Sergeeva, A., & Chamorro, L. S. (2024). Who is vulnerable to deceptive design patterns? A transdisciplinary perspective on the multi-dimensional nature of digital vulnerability. Computer Law & Security Review, 55, 106031. https://doi.org/10.1016/j.clsr.2024.106031
  • Gennari, F. (2024). O Complementarity, Where Art Thou? Wading through the Medical Device Regulation and the AI Act Compliance: The case of Software as a Medical Device. A Primer. BioLaw Journal-Rivista di BioDiritto, (3), 411-453. https://doi.org/10.15168/2284-4503-3207
  • Casarosa, F. (2024). The risk of unreliable standards: Cybersecurity and the Artificial Intelligence Act. Internet Policy Review. Available at: https://policyreview.info/articles/news/cybersecurity-and-artificial-intelligence-act/1742
  • Carnat, I. (2023). Ethics Lost in Translation: Trustworthy AI from Governance to Regulation. Opinio Juris in Comparatione, 4. Available at: link
  • Tartaglione, E., Gennari, F., Quétu, V., & Grangetto, M. (2023). Disentangling private classes through regularization. Neurocomputing, 554, 126612. https://doi.org/10.1016/j.neucom.2023.126612
  • Gennari, F. (2023). A Tale of Two Cities? Fennia v Philips and Article 7 of the Product Liability Directive Update. Journal of European Consumer and Market Law, 12(6). Available at: link
  • Santos, C., & Rossi, A. (2023). The emergence of dark patterns as a legal concept in case law. Internet Policy Review. Available at: https://policyreview.info/articles/news/emergence-of-dark-patterns-as-a-legal-concept

Book chapters

Contributions to the volume “Enabling and Safeguarding Personalized Medicine“ edited by Federica Casarosa, Francesca Gennari and Arianna Rossi:

  • Aprile IG and others, ‘Bridging the Gap: Overcoming the Barriers to Using Robotics in Rehabilitation’ in Federica Casarosa, Francesca Gennari and Arianna Rossi (eds), Enabling and Safeguarding Personalized Medicine (Springer Nature Switzerland 2025) https://doi.org/10.1007/978-3-031-99709-9_13
  • Blatti A and Tramacere S, ‘The Transparency and Liability Issues Associated with AI-Based Medical Systems’ in Federica Casarosa, Francesca Gennari and Arianna Rossi (eds), Enabling and Safeguarding Personalized Medicine (Springer Nature Switzerland 2025) https://doi.org/10.1007/978-3-031-99709-9_15
  • Casarosa F, Gennari F and Rossi A, ‘Introduction’ in Federica Casarosa, Francesca Gennari and Arianna Rossi (eds), Enabling and Safeguarding Personalized Medicine (Springer Nature Switzerland 2025) https://doi.org/10.1007/978-3-031-99709-9_1
  • Emdin M and Passino C, ‘Personalized Medicine: A Medical Perspective’ in Federica Casarosa, Francesca Gennari and Arianna Rossi (eds), Enabling and Safeguarding Personalized Medicine (Springer Nature Switzerland 2025) https://doi.org/10.1007/978-3-031-99709-9_7
  • Fagioli I and others, ‘The Role of Artificial Intelligence and Machine Learning in Personalizing the Control of Robotic Lower Limb Prostheses’ in Federica Casarosa, Francesca Gennari and Arianna Rossi (eds), Enabling and Safeguarding Personalized Medicine (Springer Nature Switzerland 2025) <https://doi.org/10.1007/978-3-031-99709-9_12>
  • Gallese C, ‘Redefining Anonymization: Legal Challenges and Emerging Threats in the Era of the European Health Data Space’ in Federica Casarosa, Francesca Gennari and Arianna Rossi (eds), Enabling and Safeguarding Personalized Medicine (Springer Nature Switzerland 2025) https://doi.org/10.1007/978-3-031-99709-9_5
  • Gennari F, ‘(Product) Liability in the Medical Internet of Things. What Now?’ in Federica Casarosa, Francesca Gennari and Arianna Rossi (eds), Enabling and Safeguarding Personalized Medicine (Springer Nature Switzerland 2025) <https://doi.org/10.1007/978-3-031-99709-9_16> accessed 29 September 2025
  • Grigolo S, Galluppi RB and Sirtori M, ‘New Perspectives in Research and Development for Patients and Caregivers: The Challenges of Digital Health Competencies in Europe for Personalized Medicine’ in Federica Casarosa, Francesca Gennari and Arianna Rossi (eds), Enabling and Safeguarding Personalized Medicine (Springer Nature Switzerland 2025) <https://doi.org/10.1007/978-3-031-99709-9_10>
  • Pappalardo C, d’Ambrosio F and Calabrò GE, ‘Navigating the Increasing Complexity of Health Technology Assessments in the Digital Era: How to Support Value-Based Personalized Healthcare?’ in Federica Casarosa, Francesca Gennari and Arianna Rossi (eds), Enabling and Safeguarding Personalized Medicine (Springer Nature Switzerland 2025) https://doi.org/10.1007/978-3-031-99709-9_8
  • Parziale A, ‘AI-Powered Medical Devices and the Development Risk Defense Under the Revised Product Liability Directive’ in Federica Casarosa, Francesca Gennari and Arianna Rossi (eds), Enabling and Safeguarding Personalized Medicine (Springer Nature Switzerland 2025) https://doi.org/10.1007/978-3-031-99709-9_14
  • Paseri L, ‘Defining Scientific Research Within the EU’s Politics of Data: The Impact on Personalized Smart Medicine’ in Federica Casarosa, Francesca Gennari and Arianna Rossi (eds), Enabling and Safeguarding Personalized Medicine (Springer Nature Switzerland 2025) https://doi.org/10.1007/978-3-031-99709-9_2
  • Rossi A, ‘One Form to Rule Them All: Towards a Personalized, But Standardized, European Data Altruism Consent Form’ in Federica Casarosa, Francesca Gennari and Arianna Rossi (eds), Enabling and Safeguarding Personalized Medicine (Springer Nature Switzerland 2025) <https://doi.org/10.1007/978-3-031-99709-9_4>
  • Spajić D, ‘Data Altruism Consent: A Move Forward Towards the Creation of a European Health Data Space?’ in Federica Casarosa, Francesca Gennari and Arianna Rossi (eds), Enabling and Safeguarding Personalized Medicine (Springer Nature Switzerland 2025) https://doi.org/10.1007/978-3-031-99709-9_3
  • Trieste L and Turchetti G, ‘The Evaluative, Economic, and Organizational Dimensions of Personalized Medicine’ in Federica Casarosa, Francesca Gennari and Arianna Rossi (eds), Enabling and Safeguarding Personalized Medicine (Springer Nature Switzerland 2025) https://doi.org/10.1007/978-3-031-99709-9_9

These contributions were presented and discussed at the conference “Enabling & safeguarding personalized medicine” organized in Pisa on the 14th October 2024.

Other book chapters:

  • Gennari F, ‘Medical Internet of Things for rehabilitation. At a crossroads between the new Product Liability Directive Update and the former AI Civil Liability Directive’ in Silvia Martinelli, Pierluigi Perri and Cristina Poncibò (eds), EU Product Liability: Platforms, Internet of Things and Artificial Intelligence (Routledge)
  • Rossi A, ‘A fair digital environment was not built in a day: on the reasons why bolstering autonomous decision-making must go beyond UI design recommendations’ in Raphaël Gellert, Cristiana Teixeira Santos and Hanna Schraffenberger (eds), Dark Patterns & Manipulative Design Conceptualising and Systematising a Key Contemporary Phenomenon from a Legal Perspective and Beyond (Edward Elgar Publishing)
  • Rossi A, ‘Fair Design in a fair digital environment’ in Rossana Ducato, Alain Strowel and Enguerrand Marique (eds), The Declaration on European Digital Rights and Principles for the Digital Decade. A commentary with a Legal Design Perspective

Conference proceedings:

  • Rossi, A., Gennari, F., Fagioli, I., Mazzarini, A., Moncelli, F., Amram, D., Crea, S., & Parziale, A. (2025). The AI system Definition under the AI Act, a New Nomen Rosae? Proceedings of the Workshops at the Fourth International Conference on Hybrid Human-Artificial Intelligence Co-Located with the Fourth International Conference on Hybrid Human-Artificial Intelligence (HHAI 2025), 4074, 240–250. https://ceur-ws.org/Vol-4074/short6-16.pdf
  • Rossi, A. & Bongard-Blanchy, K. (in press). La manière dont les informations sont cadrées dans une interface influence-t-elle notre comportement? In Arrah Marie Jo and Julien Rossi (eds), Vous prendrez bien un cookie ? Produire du « consentement » en ligne (Presse des Mines)
  • Kocyigit E and others, ‘DeceptiLens: An Approach Supporting Transparency in Deceptive Pattern Detection Based on a Multimodal Large Language Model’, Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency (Association for Computing Machinery 2025). https://dl.acm.org/doi/10.1145/3715275.3732129
  • Doan, X., Doğan, F. S., & Rossi, A. (2024). Analysis of Transparency and User-Relevancy of DTC Company Policies. In Privacy Symposium: Data Protection Law International Convergence and Compliance with Innovative Technologies (pp. 191-215). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-76265-9_9
  • Valoggia, P., Sergeeva, A., Rossi, A., & Botes, W. M. (2024). Learning from the Dark Side About How (not) to Engineer Privacy: Analysis of Dark Patterns Taxonomies from an ISO 29100 Perspective. In Proceedings of the 10th International Conference on Information Systems Security and Privacy. SCITEPRESS-Science and Technology Publications. https://doi.org/10.5220/0012393100003648
  • Bongard-Blanchy, K., Sterckx, J. L., Rossi, A., Sergeeva, A., Koenig, V., Rivas, S., & Distler, V. (2023). Analysing the Influence of Loss-Gain Framing on Data Disclosure Behaviour: A Study on the Use Case of App Permission Requests. In Proceedings of the 2023 European Symposium on Usable Security (pp. 112-125). https://doi.org/10.1145/3617072.3617108
  • Kocyigit, E., Rossi, A., & Lenzini, G. (2024). A Systematic Approach for A Reliable Detection of Deceptive Design Patterns Through Measurable HCI Features. In Proceedings of the 2024 European Symposium on Usable Security (pp. 290-308). https://doi.org/10.1145/3688459.3688475