Here you can find the scientific publications in peer-reviewed journals from researchers and ESRs involved in LeADS, with an indication of the involved representative in each case (certain publications might have collaborations with other scientists from institutions not directly involved in LeADS):
| Title | Authors | Title of the Journal/Proc./Book | Repository Link |
| The implications of the Proposed Data Act to B2G data sharing in smart cities | Lazarotto, Barbara | Digital Legal Talks, 2022 | https://zenodo.org/record/7481739 |
| Unchaining Data Portability | Crepax Tommaso | 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI2022) | https://zenodo.org/record/7525445 |
| Context, Prioritization, and Unexpectedness: Factors Influencing User Attitudes About Infographic and Comic Consent | Xengie Doan, Annika Selzer, Arianna Rossi, Wilhelmina Maria Botes, and Gabriele Lenzini | COnSeNT 2022 ~ 2nd International Workshop on Consent Management in Online Services, Networks and Things co-located with 31st WEB Conference | https://hdl.handle.net/10993/51193 |
| Ugly Truths: Clarifying the Distinction Between Bias and Fairness | Poe, Robert | 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI2022) | https://zenodo.org/record/7525345 |
| PUBLIC-PRIVATE DATA SHARING: FROM “DATAVEILLANCE” TO DATA RELEVANCE | Lazarotto, Barbara | 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI2022) | https://zenodo.org/record/7490203 |
| The implications of the Data Act to B2G Data Sharing in Smart Cities (Poster) | Lazarotto, Barbara | Conference on Data Sciences and EU Regulations | 10.5281/zenodo.7490228 |
| Solving The Data Gap Paradox In Machine Learning using PETs | Soumia Zohra EL MESTARI; Robert Poe | Conference on Data Sciences and EU Regulations | https://zenodo.org/record/7491545 |
| DTC Genetic Testing Consent Policies from a Contextual Integrity, Legal, and Actionability Lens | Doan, Xengie.; Doğan, Fatma Sümeyra | Conference on Data Sciences and EU Regulations | https://zenodo.org/record/7534358 |
| Challenges Of Using Homomorphic Encryption In Machine Learning | Soumia Zohra EL MESTARI | 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI2022) | https://zenodo.org/record/7491533 |
| Differential Privacy and Explainable AI (XAI) in the realm of Predictive Justice | Mitisha Gaur | 8th Conference on Artificial Intelligence Applications and Innovations (AIAI2022). | https://zenodo.org/record/7506740 |
| Reciprocal interplay between competition law and privacy:The impact of GDPR on the market value of big firms | Yang, Qifan | Conference on Data Sciences and EU Regulations | https://zenodo.org/record/7528694 |
| Reciprocal interplay between competition law and privacy in the digital revolution | Yang, Qifan | 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI2022) | https://zenodo.org/record/7528660 |
| A Year After EU Digital COVID Certificate Regulation- An Analysis in Retrospect | Dogan, Fatma Sümeyra | Digital Law & Policy – Proportionality Principle In IT Regulation Conference | https://zenodo.org/record/7514600 |
| Federated Learning as an Analytical Framework for Personal Data Management | S. Rinzivillo, M. Zuziak | ” Proceedings of the Workshop on Imagining the AI Landscape after the AI Act (IAIL 2022) co-located with 1st International Conference on Hybrid Human-Artificial Intelligence (HHAI 2022)” | https://ceur-ws.org/ |
| Appealing Against the Turkish Data Protection Authority Decisions Under Law on Personal Data Protection Numbered 6698 | Fatma S. Doğan | Legal Comparativism in Legislative-Political Discourse. Legality or Abuse | https://zenodo.org/record/7527506 |
| From P4 medicine to P5 medicine: transitional times for a more human-centric approach to AI-based tools for hospitals of tomorrow | Denise Amram; Arianna Cignoni; Tommaso Banfi; Gastone Ciuti | Open Research Europe | https://doi.org/10.12688/openreseurope.14524.1 |
| DTC Genetic Company Privacy and Consent Policies: An investigation of the legality and information accessibility | Doan, Xengie; Doğan,Fatma Sümeyra | 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI2022) | https://zenodo.org/record/7534346 |
| Autonomy and the social dilemma of online manipulative behavior. | Marietije Botes | AI Ethics | https://orbilu.uni.lu/handle/10993/50823 |
| Solving Conflicts Between Data Owners and Exploiters through a Spectrum of Quasi-Property Models | Onntje Hinrichs | 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI2022) | https://zenodo.org/record/7683715 |
| Core Tenets For Designing A Reliable Predictive Justice AI System | Mitisha Gaur | Lawtomation Days Conference, IE Law School, Madrid | https://zenodo.org/record/7682573 |
| From Property Rights in Data Towards a Regulatory Framework in the Data Act – Sufficient to Empower Individuals? | Hinrichs | Conference on Data Sciences and EU Regulations | https://zenodo.org/record/7683726 |
| A Novel Approach for Data Processing and Management in Edge Computing | Armend Duzha; Dimosthenis Kyriazis | 18th Conference on Artificial Intelligence Applications and Innovations (AIAI2022). | https://zenodo.org/record/7684063 |
| Self-Sovereign Identity and the EU | Lepore Cristian; Laborde Romain; Jessica Eynard | Conference on Data Sciences and EU Regulations | https://zenodo.org/record/7683020 |
| The Future of Identity is Digital | Lepore Cristian; Laborde Romain; Eynard Jessica; Kandi Ali | 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI2022) | https://zenodo.org/record/7682734 |
| Aligning eIDAS and Trust Over IP: A Mapping Approach | Cristian Lepore, Romain Laborde, Jessica Eynard | Proceedings of the 19th International Conference on Availability, Reliability and Security | https://hal.science/hal-04663453 |
| From Data Governance by design to Data Governance as a Service: A transformative human-centric data governance framework | Armend Duzha, Emmanouil Alexakis, Dimosthenis Kyriazis, Louis Fortune Sahi, Mohamed Ali Kandi | Proceedings of the 2023 7th International Conference on Cloud and Big Data Computing | https://doi.org/10.1145/3616131.3616145 |
| Regulating scientific and technological uncertainty: The precautionary principle in the context of human genomics and AI | Marietjie Botes | South African Journal of Science | https://doi.org/10.17159/sajs.2023/15037 |
| Legal-Ethical Challenges and Technological Solutions to e-Health Data Consent in the EU | Xengie Doan, Marcu Florea, Sarah E. Carter | Frontiers in Artificial Intelligence and Applications, HHAI 2023: Augmenting Human Intellect | http://orbilu.uni.lu/handle/10993/55727 |
| Measuring data access and re-use in the European Legal Framework for Data, from the General Data Protection Regulation (GDPR) law to the Proposed Data Act: the case of vehicle data | Tommaso Crepax, Mitisha Gaur, Barbara da Rosa Lazarotto | Open Research Europe | https://biblio.vub.ac.be/vubir/(d3c3277b-6206-4111-b1d4-af0cdcbcca73).html |
| Comparing Attitudes Toward Different Consent Mediums: Semistructured Qualitative Study | Xengie Doan, Arianna Rossi, Marietjie Botes, Annika Selzer | JMIR Human Factors | https://doaj.org/article/908a69296b27435987952e3d0d02cdb2 |
| Data Collaboratives with the Use of Decentralised Learning | Maciej Krzysztof Zuziak, Onntje Hinrichs, Aizhan Abdrassulova, Salvatore Rinzivillo | 2023 ACM Conference on Fairness, Accountability, and Transparency | https://hdl.handle.net/20.500.14243/468622 |
| Preserving data privacy in machine learning systems | Soumia Zohra El Mestari, Gabriele Lenzini, Huseyin Demirci | Computers & Security | https://doi.org/10.1016/j.cose.2023.103605 |
| The Data Act: empty promises for business-to-government data sharing? | Barbara Lazarotto | PinG Privacy in Germany | https://doi.org/10.37307/j.2196-9817.2022.05.04 |
| A security model for assessing eID solutions | Lepore, Cristian | https://zenodo.org/records/7846119 | |
| Reinventing Privacy: Moving from Individual to Group Privacy | Lazarotto, Barbara | https://zenodo.org/records/7893935 | |
| Data Property Rights and Data Trading System: Privacy Value and Economic Efficiency of Personal Data | Yang, Qifan | https://zenodo.org/records/8392987 | |
| The Flawed Foundations of Fair Machine Learning | Poe, Robert Lee; Mestari, Soumia Zohra El | Minds and Machines Special Issue on the (Un)fairness of AI | http://arxiv.org/abs/2306.01417 |
| Privacy Preserving Machine Learning Systems | Soumia Zohra EL MESTARI | Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society | https://doi.org/10.1145/3514094.3539530 |
| The Conflict Between Algorithmic Fairness and Non-Discrimination: An Analysis of Fair Automated Hiring | Robert Lee Poe, Soumia Zohra El Mestari | The 2024 ACM Conference on Fairness, Accountability, and Transparency | https://dl.acm.org/doi/10.1145/3630106.3659015 |
| A framework for user-centered, legal-ethical collective consent models: genomic data sharing | DOAN, Xengie Cheng | https://hdl.handle.net/10993/63780 | |
| Eric Monteiro, Digital Oil: Machineries of Knowing, The MIT Press, 2022 | Barbara Lazarotto | Vol. 14 No. 2 (2023): Tecnoscienza Nr. 28 | https://tecnoscienza.unibo.it/issue/view/1245 |
| April 2023 European Conference ESTIA-23 | Abdrassulova Aizhan | https://doi.org/10.5281/zenodo.17265569 | |
| INTANGIBLE OBJECTS AND PROPERTY LEGISLATION IN THE REPUBLIC OF KAZAKHSTAN | Aizhan Abdrassulova | Visnyk of the Lviv University. Series Law | http://publications.lnu.edu.ua/bulletins/index.php/law/article/view/11806 |
| 在隐私保护与经济效率之间摇摆的个人数据——产权化是好的归宿吗 | Qifan Yang | Economic law for the digital economy development | https://zenodo.org/record/8393076 |
| Personal Data Wavering between Privacy and Efficiency: Is Propertization a Good Answer? | Qifan Yang | China Economic Law Annual Conference | https://zenodo.org/record/8393021 |
| Reciprocal interplay between competition law and privacy:The impact of GDPR on the market value of big firms | Qifan Yang | Conference on Data Sciences and EU Regulations | https://doi.org/10.5281/zenodo.7528693 |
| Reciprocal interplay between competition law and privacy in the digital revolution | Qifan Yang | 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI2022) | https://doi.org/10.5281/zenodo.7528659 |
| Why Your Data is not Your Property (and Why You Still End Up Paying With It)? | Onntje Hinrichs | Legality Attentive data scientists for everyone – Special Issue 2024 | https://doi.org/10.5281/zenodo.17264992 |
| Your Data Rights: How does the GDPR Affect the Social Media Market? |
Qifan Yang | Legality Attentive data scientists for everyone – Special Issue 2024 | https://doi.org/10.5281/zenodo.17264992 |
| BYOD – Bring Your Own Data. The struggle of re-using data in a world of heterogeneous systems | Tommaso Crepax | Legality Attentive data scientists for everyone – Special Issue 2024 | https://doi.org/10.5281/zenodo.17264992 |
| Self-Sovereign Identity: The Revolution of Digital Identity | Cristian Lepore | Legality Attentive data scientists for everyone – Special Issue 2024 | https://doi.org/10.5281/zenodo.17264992 |
| Evaluation and Harmonization of Data Quality Criteria: Insights from Expert Interviews for Legal Application | Louis Sahi | Legality Attentive data scientists for everyone – Special Issue 2024 | https://doi.org/10.5281/zenodo.17264992 |
| Extracting Data Value through Data Governance | Armend Duzha | Legality Attentive data scientists for everyone – Special Issue 2024 | https://doi.org/10.5281/zenodo.17264992 |
| What AI is stealing! Data privacy risks in AI | Soumia Zohra El Mestari | Legality Attentive data scientists for everyone – Special Issue 2024 | https://doi.org/10.5281/zenodo.17264992 |
| Persοnal Health Infοrmatiοn Management Systems (PHIMS) fοr user empοwerment: A Cοmprehensive οverview | Christos Magkos | Legality Attentive data scientists for everyone – Special Issue 2024 | https://doi.org/10.5281/zenodo.17264992 |
| Can business-to-government data sharing serve the public good? | Barbara da Rosa Lazarotto | Legality Attentive data scientists for everyone – Special Issue 2024 | https://doi.org/10.5281/zenodo.17264992 |
| Collective consent, risks and benefits of DNA data sharing | Xengie Doan | Legality Attentive data scientists for everyone – Special Issue 2024 | https://doi.org/10.5281/zenodo.17264992 |
| To Use or Not to Use? Re-using Health Data in AI Development | Fatma Dogan | Legality Attentive data scientists for everyone – Special Issue 2024 | https://doi.org/10.5281/zenodo.17264992 |
| How to collaboratively use statistical models in a secure way | Maciej Krzysztof Zuziak | Legality Attentive data scientists for everyone – Special Issue 2024 | https://doi.org/10.5281/zenodo.17264992 |
| The perils of Value Alignment | Robert Lee. Poe | Legality Attentive data scientists for everyone – Special Issue 2024 | https://doi.org/10.5281/zenodo.17264992 |
| Policing the AI Judge: a Balancing Act | Mitisha Gaur | Legality Attentive data scientists for everyone – Special Issue 2024 | https://doi.org/10.5281/zenodo.17264992 |
| Towards Reliable Collaborative Data Processing Ecosystems: Survey on Data Quality Criteria | Louis Sahi, Romain Laborde, Mohamed-Ali Kandi, Michelle Sibilla, Giorgia Macilotti, Benzekri Abdelmalek, Afonso Ferreira | 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) | https://hal.science/hal-04287970v1/document |
| Use Of Distributed Personal Data Management For Personalization Of Digital Services | Maciej Zuziak | https://doi.org/10.5281/zenodo.7689284 | |
| Data rule hanging over platform competition: How does the GDPR affect social media market concentration? | Qifan Yang, Yituan Liu | Computer Law & Security Review | https://doi.org/10.1016/j.clsr.2024.106102 |
| A Model For Assessing The Adherence of E-Identity Solutions To Self-Sovereign Identity | Lepore, Cristian; Laborde, Romain; Eynard, Jessica; Kandi, Mohamed, Ali; Macilotti, Giorgia; Ferreira, Afonso; Sibilla, Michelle | https://worldcist.org/ | https://hal.science/hal-04558484 |
| Federated Learning as an Analytical Framework for Personal Data Management – a proposition paper | Maciej Zuziak; Salvatore Rinzivillo | 1st International Workshop on Imagining the AI Landscape After the AI Act, May, 2022, Amsterdam, Netherlands | https://ceur-ws.org/Vol-3221/ |
| One-Shot Clustering for Federated Learning | Maciej Krzysztof Zuziak, Roberto Pellungrini, Salvatore Rinzivillo | 2024 IEEE International Conference on Big Data (BigData) | https://doi.org/10.48550/arXiv.2503.04231 |
| Unwinding a Legal and Ethical Ariadne’s Thread Out of the Twitter Scraping Maze | Arianna Rossi, Archana Kumari, Gabriele Lenzini | Privacy Symposium 2022 | https://hdl.handle.net/10993/52830 |
| Analysis of Transparency and User-Relevancy of DTC Company Policies | Xengie Doan, Fatma Sümeyra Doğan, Arianna Rossi | Privacy Symposium 2024 | https://hdl.handle.net/10993/61227 |
