Legality Attentive Data Scientists

The perils of Value Alignment

Autori: Robert Lee. Poe
Pubblicato in: Legality Attentive data scientists for everyone – Special Numero 2024, 2024, ISSN 2281-5147
Editore: Opinio Juris in Comparatione

How to collaboratively use statistical models in a secure way

Autori: Maciej Krzysztof Zuziak
Pubblicato in: Legality Attentive data scientists for everyone – Special Numero 2024, 2024, ISSN 2281-5147
Editore: Opinio Juris in Comparatione

Evaluation and Harmonization of Data Quality Criteria: Insights from Expert Interviews for Legal Application

Autori: Louis Sahi
Pubblicato in: Legality Attentive data scientists for everyone – Special Numero 2024, 2024, ISSN 2281-5147
Editore: Opinio Juris in Comparatione

INTANGIBLE OBJECTS AND PROPERTY LEGISLATION IN THE REPUBLIC OF KAZAKHSTAN

Autori: Aizhan Abdrassulova
Pubblicato in: Visnyk of the Lviv University. Series Law, 2023, ISSN 2078-4503
Editore: Ivan Franko National University of Lviv
DOI: 10.30970/vla.2023.76.168

Collective consent, risks and benefits of DNA data sharing

Autori: Xengie Doan
Pubblicato in: Legality Attentive data scientists for everyone – Special Numero 2024, 2024, ISSN 2281-5147
Editore: Opinio Juris in Comparatione

From P4 medicine to P5 medicine: transitional times for a more human-centric approach to AI-based tools for hospitals of tomorrow

Autori: Denise Amram; Arianna Cignoni; Tommaso Banfi; Gastone Ciuti
Pubblicato in: Open Research Europe, Numero 1, 2022, ISSN 2732-5121
Editore: Open Research Europe
DOI: 10.12688/openreseurope.14524.1

To Use or Not to Use? Re-using Health Data in AI Development

Autori: Fatma Dogan
Pubblicato in: Legality Attentive data scientists for everyone – Special Numero 2024, 2024, ISSN 2281-5147
Editore: Opinio Juris in Comparatione

What AI is stealing! Data privacy risks in AI

Autori: Soumia Zohra El Mestari
Pubblicato in: Legality Attentive data scientists for everyone – Special Numero 2024, 2024, ISSN 2281-5147
Editore: Opinio Juris in Comparatione

Self-Sovereign Identity: The Revolution of Digital Identity

Autori: Cristian Lepore
Pubblicato in: Legality Attentive data scientists for everyone – Special Numero 2024, 2024, ISSN 2281-5147
Editore: Opinio Juris in Comparatione

BYOD – Bring Your Own Data. The struggle of re-using data in a world of heterogeneous systems

Autori: Tommaso Crepax
Pubblicato in: Legality Attentive data scientists for everyone – Special Numero 2024, 2024, ISSN 2281-5147
Editore: Opinio Juris in Comparatione

Your Data Rights: How does the GDPR Affect the Social Media Market?PDF

Autori: Qifan Yang
Pubblicato in: Legality Attentive data scientists for everyone – Special Numero 2024, 2024, ISSN 2281-5147
Editore: Opinio Juris in Comparatione

Why Your Data is not Your Property (and Why You Still End Up Paying With It)?

Autori: Onntje Hinrichs
Pubblicato in: Legality Attentive data scientists for everyone – Special Numero 2024, 2024, ISSN 2281-5147
Editore: Opinio Juris in Comparatione

Extracting Data Value through Data Governance

Autori: Armend Duzha
Pubblicato in: Legality Attentive data scientists for everyone – Special Numero 2024, 2024, ISSN 2281-5147
Editore: Opinio Juris in Comparatione

Persοnal Health Infοrmatiοn Management Systems (PHIMS) fοr user empοwerment: A Cοmprehensive οverview

Autori: Christos Magkos
Pubblicato in: Legality Attentive data scientists for everyone – Special Numero 2024, 2024, ISSN 2281-5147
Editore: Opinio Juris in Comparatione

Can business-to-government data sharing serve the public good?

Autori: Barbara da Rosa Lazarotto
Pubblicato in: Legality Attentive data scientists for everyone – Special Numero 2024, 2024, ISSN 2281-5147
Editore: Opinio Juris in Comparatione

Policing the AI Judge: a Balancing Act

Autori: Mitisha Gaur
Pubblicato in: Legality Attentive data scientists for everyone – Special Numero 2024, 2024, ISSN 2281-5147
Editore: Opinio Juris in Comparatione

Context, Prioritization, and Unexpectedness: Factors Influencing User Attitudes About Infographic and Comic Consent

Autori: Xengie Doan, Annika Selzer, Arianna Rossi, Wilhelmina Maria Botes, and Gabriele Lenzini
Pubblicato in: COnSeNT 2022 ~ 2nd International Workshop on Consent Management in Online Services, Networks and Things co-located with 31st WEB Conference, Numero april 2022, 2022
Editore: Association for Computing Machinery New York, NY, United States
DOI: 10.1145/3487553.3524632

Reciprocal interplay between competition law and privacy in the digital revolution

Autori: Yang, Qifan
Pubblicato in: 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI2022), 2022
Editore: Open Access - Zenodo
DOI: 10.5281/zenodo.7528660

Self-Sovereign Identity and the EU

Autori: Lepore Cristian; Laborde Romain; Jessica Eynard
Pubblicato in: Conference on Data Sciences and EU Regulations, Numero 06-December, 2022, 2022
Editore: Zenodo
DOI: 10.5281/zenodo.7683020

Federated Learning as an Analytical Framework for Personal Data Management

Autori: S. Rinzivillo, M. Zuziak
Pubblicato in: """ 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)""", Numero 13-June, 2022, 2022, Pagina/e """Vol-3221 urn:nbn:de:0074-3221-3""", ISSN 1613-0073
Editore: CEUR - WS

Privacy Preserving Machine Learning Systems

Autori: Soumia Zohra EL MESTARI
Pubblicato in: Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society, 2023, Pagina/e 898-898
Editore: ACM
DOI: 10.1145/3514094.3539530

Unwinding a Legal and Ethical Ariadne’s Thread Out of the Twitter Scraping Maze

Autori: Arianna Rossi, Archana Kumari, Gabriele Lenzini
Pubblicato in: Data Protection Law International Convergence and Compliance with Innovative Technologies (DPLICIT), 2022
Editore: Springer's LNCS series
DOI: 10.1007/978-3-031-09901-4_10

A Year After EU Digital COVID Certificate Regulation- An Analysis in Retrospect

Autori: Dogan, Fatma Sümeyra
Pubblicato in: Digital Law & Policy – Proportionality Principle In IT Regulation Conference, Numero 1, 2022
Editore: University of Warsaw
DOI: 10.5281/zenodo.7514600

DTC Genetic Testing Consent Policies from a Contextual Integrity, Legal, and Actionability Lens

Autori: Doan, Xengie.; Doğan, Fatma Sümeyra
Pubblicato in: Conference on Data Sciences and EU Regulations, Numero 2, 2022
Editore: Zenodo
DOI: 10.5281/zenodo.7534358

The Conflict Between Algorithmic Fairness and Non-Discrimination: An Analysis of Fair Automated Hiring

Autori: Robert Lee Poe, Soumia Zohra El Mestari
Pubblicato in: The 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024, Pagina/e 1907-1916
Editore: ACM
DOI: 10.1145/3630106.3659015

April 2023 European Conference ESTIA-23, ACBEE-23, ESSHBM-23, DFSET-23, CBENR-23, MLHES-23, LEMM-23, PASEW-23, AABES-23, PDAMN-23 & PMESH-23

Autori: Abdrassulova Aizhan
Pubblicato in: 2023, Pagina/e 39-42, ISBN 978-989-9121-21-8
Editore: Eminent Association of Pioneers (EAP)
DOI: 10.17758/eares12

Unchaining Data Portability

Autori: Crepax Tommaso
Pubblicato in: 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI2022), Numero June 2022, 2022
Editore: zenodo
DOI: 10.5281/zenodo.7525445

Aligning eIDAS and Trust Over IP: A Mapping Approach

Autori: Cristian Lepore, Romain Laborde, Jessica Eynard
Pubblicato in: Proceedings of the 19th International Conference on Availability, Reliability and Security, 2025, Pagina/e 1-9
Editore: ACM
DOI: 10.1145/3664476.3670919

DTC Genetic Company Privacy and Consent Policies: An investigation of the legality and information accessibility

Autori: Doan, Xengie; Doğan,Fatma Sümeyra
Pubblicato in: 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI2022), Numero 2, 2022
Editore: Zenodo
DOI: 10.5281/zenodo.7534346

Solving The Data Gap Paradox In Machine Learning using PETs

Autori: Soumia Zohra EL MESTARI; Robert Poe
Pubblicato in: Conference on Data Sciences and EU Regulations, Numero 6/12/2022, 2022
Editore: Open Access - Zenodo
DOI: 10.5281/zenodo.7491545

Solving Conflicts Between Data Owners and Exploiters through a Spectrum of Quasi-Property Models

Autori: Onntje Hinrichs
Pubblicato in: 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI2022), Numero 17-June, 2022, 2022
Editore: Zenodo
DOI: 10.5281/zenodo.7683715

Personal Data Wavering between Privacy and Efficiency: Is Propertization a Good Answer?

Autori: Qifan Yang
Pubblicato in: China Economic Law Annual Conference, Numero 4 December,2022, 2022
Editore: Zenodo
DOI: 10.5281/zenodo.8393021

Federated Learning as an Analytical Framework for Personal Data Management – a proposition paper

Autori: Maciej Zuziak; Salvatore Rinzivillo
Pubblicato in: 1st International Workshop on Imagining the AI Landscape After the AI Act, May, 2022, Amsterdam, Netherlands, Numero 4, 2022
Editore: CEUR Workshop Proceedings
DOI: 10.5281/zenodo.7689213

A Model For Assessing The Adherence of E-Identity Solutions To Self-Sovereign Identity

Autori: Lepore, Cristian; Laborde, Romain; Eynard, Jessica; Kandi, Mohamed, Ali; Macilotti, Giorgia; Ferreira, Afonso; Sibilla, Michelle
Pubblicato in: https://worldcist.org/, Numero 8, 2024
Editore: Springer

From Data Governance by design to Data Governance as a Service: A transformative human-centric data governance framework

Autori: Armend Duzha, Emmanouil Alexakis, Dimosthenis Kyriazis, Louis Fortune Sahi, Mohamed Ali Kandi
Pubblicato in: Proceedings of the 2023 7th International Conference on Cloud and Big Data Computing, 2023, Pagina/e 10-20
Editore: ACM
DOI: 10.1145/3616131.3616145

The implications of the Proposed Data Act to B2G data sharing in smart cities

Autori: Lazarotto, Barbara
Pubblicato in: Digital Legal Talks, 2022, Numero 1, 2022
Editore: Open Access - Zenodo
DOI: 10.5281/zenodo.7481739

Ugly Truths: Clarifying the Distinction Between Bias and Fairness

Autori: Poe, Robert
Pubblicato in: 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI2022), Numero 5, 2022
Editore: Open Access - Zenodo
DOI: 10.5281/zenodo.7525345

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

Autori: Qifan Yang
Pubblicato in: Economic law for the digital economy development, 2023
Editore: zenodo
DOI: 10.5281/zenodo.8393076

From Property Rights in Data Towards a Regulatory Framework in the Data Act - Sufficient to Empower Individuals?

Autori: Hinrichs
Pubblicato in: Conference on Data Sciences and EU Regulations, Numero 06-December, 2022, 2022
Editore: Zenodo
DOI: 10.5281/zenodo.7683726

" PUBLIC-PRIVATE DATA SHARING: FROM ""DATAVEILLANCE"" TO DATA RELEVANCE "

Autori: Lazarotto, Barbara
Pubblicato in: 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI2022), Numero 5, 2022
Editore: Open Access - Zenodo
DOI: 10.5281/zenodo.7490203

Appealing Against the Turkish Data Protection Authority Decisions Under Law on Personal Data Protection Numbered 6698

Autori: Fatma S. Doğan
Pubblicato in: Legal Comparativism in Legislative-Political Discourse. Legality or Abuse, Numero dic 2022, 2022
Editore: kozminski University
DOI: 10.5281/zenodo.7527506

Towards Reliable Collaborative Data Processing Ecosystems: Survey on Data Quality Criteria

Autori: Louis Sahi, Romain Laborde, Mohamed-Ali Kandi, Michelle Sibilla, Giorgia Macilotti, Benzekri Abdelmalek, Afonso Ferreira
Pubblicato in: 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2024, Pagina/e 2456-2464
Editore: IEEE
DOI: 10.1109/trustcom60117.2023.00345

Differential Privacy and Explainable AI (XAI) in the realm of Predictive Justice

Autori: Mitisha Gaur
Pubblicato in: 8th Conference on Artificial Intelligence Applications and Innovations (AIAI2022)., Numero 1, 2022
Editore: Open Access - Zenodo
DOI: 10.5281/zenodo.7506740

Core Tenets For Designing A Reliable Predictive Justice AI System

Autori: Mitisha Gaur
Pubblicato in: Lawtomation Days Conference, IE Law School, Madrid, Numero 29-set-22, 2022
Editore: Zenodo
DOI: 10.5281/zenodo.7682573

Challenges Of Using Homomorphic Encryption In Machine Learning

Autori: Soumia Zohra EL MESTARI
Pubblicato in: 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI2022), Numero 3, 2022
Editore: Open Access - Zenodo
DOI: 10.5281/zenodo.7491533

Eric Monteiro, Digital Oil: Machineries of Knowing, The MIT Press, 2022

Autori: Barbara Lazarotto
Pubblicato in: Vol. 14 No. 2 (2023): Tecnoscienza Nr. 28, 2024, Pagina/e 133-137, ISSN 2038-3460
Editore: Dipartimento di Filosofia e Comunicazione – FILCOM – Alma Mater Studiorum – Università di Bologna
DOI: 10.6092/issn.2038-3460/18595

Reciprocal interplay between competition law and privacy:The impact of GDPR on the market value of big firms

Autori: Yang, Qifan
Pubblicato in: Conference on Data Sciences and EU Regulations, 2022
Editore: zenodo
DOI: 10.5281/zenodo.7528694

A Novel Approach for Data Processing and Management in Edge Computing

Autori: Armend Duzha; Dimosthenis Kyriazis
Pubblicato in: 18th Conference on Artificial Intelligence Applications and Innovations (AIAI2022)., Numero 17-giu-22, 2022
Editore: Zenodo
DOI: 10.5281/zenodo.7684063

The Future of Identity is Digital

Autori: Lepore Cristian; Laborde Romain; Eynard Jessica; Kandi Ali
Pubblicato in: 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI2022), Numero 17-June, 2022, 2022
Editore: Zenodo
DOI: 10.5281/zenodo.7682734

Summer 2023 Int’l Conference Proceedings BSHESS-23, PICEST-23, IIETH-23, ICABE-23, IL2ES2-23 & IBMEL-23

Autori: Aizhan Abdrassulova
Pubblicato in: Data Ownership Does Not Work?, 2023, Pagina/e 87-92, ISBN 978-989-9121-29-4
Editore: Higher Education and Innovation Group
DOI: 10.17758/heaig14

Data Collaboratives with the Use of Decentralised Learning

Autori: Maciej Krzysztof Zuziak, Onntje Hinrichs, Aizhan Abdrassulova, Salvatore Rinzivillo
Pubblicato in: 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023, Pagina/e 615-625
Editore: ACM
DOI: 10.1145/3593013.3594029

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

Autori: Tommaso Crepax, Mitisha Gaur, Barbara da Rosa Lazarotto
Pubblicato in: Open Research Europe, Numero 3, 2024, Pagina/e 192, ISSN 2732-5121
Editore: F1000 Research Ltd
DOI: 10.12688/openreseurope.16468.1

From theory to practice: Data minimisation and technical review of verifiable credentials under the GDPR

Autori: Qifan Yang, Cristian Lepore, Jessica Eynard, Romain Laborde
Pubblicato in: Computer Law & Security Review, Numero 57, 2025, Pagina/e 106138, ISSN 2212-473X
Editore: Elsevier BV
DOI: 10.1016/j.clsr.2025.106138

Preserving data privacy in machine learning systems

Autori: Soumia Zohra El Mestari, Gabriele Lenzini, Huseyin Demirci
Pubblicato in: Computers & Security, Numero 137, 2023, Pagina/e 103605, ISSN 0167-4048
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.cose.2023.103605

Data rule hanging over platform competition: How does the GDPR affect social media market concentration?

Autori: Qifan Yang, Yituan Liu
Pubblicato in: Computer Law & Security Review, Numero 56, 2025, Pagina/e 106102, ISSN 2212-473X
Editore: Elsevier BV
DOI: 10.1016/j.clsr.2024.106102

Comparing Attitudes Toward Different Consent Mediums: Semistructured Qualitative Study

Autori: Xengie Doan, Arianna Rossi, Marietjie Botes, Annika Selzer
Pubblicato in: JMIR Human Factors, Numero 11, 2024, Pagina/e e53113, ISSN 2292-9495
Editore: JMIR Publications Inc.
DOI: 10.2196/53113

The Data Act: empty promises for business-to-government data sharing?

Autori: Barbara Lazarotto
Pubblicato in: PinG Privacy in Germany, 2022, ISSN 2196-9817
Editore: Erich Schmidt Verlag GmbH & Co. KG
DOI: 10.37307/j.2196-9817.2022.05.04

Regulating scientific and technological uncertainty: The precautionary principle in the context of human genomics and AI

Autori: Marietjie Botes
Pubblicato in: South African Journal of Science, Numero 119, 2024, ISSN 1996-7489
Editore: Academy of Science of South Africa
DOI: 10.17159/sajs.2023/15037

The Data Act: A Missed Opportunity for Consumers

Autori: Hinrichs, Onntje
Pubblicato in: PinG -Privacy in Germany Datenschutz und Compliance, Numero 22 November 2022, 2022, ISSN 2196-9817
Editore: ESV-Lizenz
DOI: 10.37307/j.2196-9817.2022.06.05

A security model for assessing eID solutions

Autori: Lepore, Cristian
Pubblicato in: Numero 1, 2023
Editore: Zenodo
DOI: 10.5281/zenodo.7846119

Reciprocal interplay between competition law and privacy in the digital revolution

Autori: Qifan Yang
Pubblicato in: 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI2022), Numero 17-June, 2022, 2022
Editore: zenodo
DOI: 10.5281/zenodo.7528659

The implications of the Data Act to B2G Data Sharing in Smart Cities (Poster)

Autori: Lazarotto, Barbara
Pubblicato in: Conference on Data Sciences and EU Regulations, Numero 6/12/2022, 2022
Editore: Zenodo
DOI: 10.5281/zenodo.7490228

Data Property Rights and Data Trading System: Privacy Value and Economic Efficiency of Personal Data

Autori: Yang, Qifan
Pubblicato in: Numero 9, 2022
Editore: Zenodo
DOI: 10.5281/zenodo.8392986

Reinventing Privacy: Moving from Individual to Group Privacy

Autori: Lazarotto, Barbara
Pubblicato in: Numero 9, 2023
Editore: zenodo
DOI: 10.5281/zenodo.7893935

Use Of Distributed Personal Data Management For Personalization Of Digital Services

Autori: Maciej Zuziak
Pubblicato in: Numero 6, 2023
Editore: zenodo
DOI: 10.5281/zenodo.7689283

Reciprocal interplay between competition law and privacy:The impact of GDPR on the market value of big firms

Autori: Qifan Yang
Pubblicato in: Conference on Data Sciences and EU Regulations, Numero 06-December, 2022, 2022
Editore: zenodo
DOI: 10.5281/zenodo.7528693

Techniques to Achieve Anonymization of Health Data: When are They Sufficient to Be Considered as Legally Complaint?

Autori: Fatma Sumeyra Dogan, Soumia Zohra El Mestari, Marietjie Botes
Pubblicato in: Communications in Computer and Information Science, Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025, Pagina/e 388-400
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-74630-7_27

Autonomy and the social dilemma of online manipulative behavior.

Autori: Marietije Botes
Pubblicato in: AI Ethics, 2022
Editore: Srpinger Nature
DOI: 10.1007/s43681-022-00157-5

Technical and Legal Aspects Relating to the (Re)Use of Health Data When Repurposing Machine Learning Models in the EU

Autori: Soumia Zohra El Mestari, Fatma Sümeyra Doğan, Wilhelmina Maria Botes
Pubblicato in: Privacy Symposium 2023, 2024, Pagina/e 33-48
Editore: Springer International Publishing
DOI: 10.1007/978-3-031-44939-0_3

A Model for Assessing the Adherence of E-Identity Solutions to Self-Sovereign Identity

Autori: Cristian Lepore, Romain Laborde, Jessica Eynard, Mohamed Ali Kandi, Giorgia Macilotti, Afonso Ferreira, Michelle Sibilla
Pubblicato in: Lecture Notes in Networks and Systems, Good Practices and New Perspectives in Information Systems and Technologies, 2024, Pagina/e 153-163
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-60215-3_15

Analysis of Transparency and User-Relevancy of DTC Company Policies

Autori: Xengie Doan, Fatma Sümeyra Doğan, Arianna Rossi
Pubblicato in: Privacy Symposium 2024, 2025, Pagina/e 191-215
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-76265-9_9

Legal-Ethical Challenges and Technological Solutions to e-Health Data Consent in the EU

Autori: Xengie Doan, Marcu Florea, Sarah E. Carter
Pubblicato in: Frontiers in Artificial Intelligence and Applications, HHAI 2023: Augmenting Human Intellect, Numero Volume 368 (2023), 2023, Pagina/e 243–253, ISBN 978-1-64368-394-2
Editore: IOS Press
DOI: 10.3233/faia230088

The “Meta-moth-phosis” of Data Portability: Observing the Transformation of Data Portability Through a Comparative Analysis of Definitions Across European Legal Frameworks

Autori: Tommaso Crepax
Pubblicato in: Privacy Symposium 2024, 2025, Pagina/e 111-137
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-76265-9_6

A framework for user-centered, legal-ethical collective consent models: genomic data sharing

Autori: DOAN, Xengie Cheng
Pubblicato in: 2024
Editore: University of Luxemburg

The Flawed Foundations of Fair Machine Learning

Autori: Poe, Robert Lee; Mestari, Soumia Zohra El
Pubblicato in: Minds and Machines Special Numero on the (Un)fairness of AI, Numero 8, 2023
Editore: arXiv
DOI: 10.48550/arxiv.2306.01417

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