--- title: "Privacy-Preserving Data Sharing: A Systematic Review and Future Research Directions" description: "The Emergence of a New European Data Economy: A Systematic Research Agenda for Health Data Spaces" image: https://www.health-x.org/hubfs/iStock-%C2%A9-Sezeryadigar_1202959518_600x600px.jpg --- [Skip to content](https://www.health-x.org/news/titel-5-0-0#main-content) [info@health-x.org](mailto:info@health-x.org) [![HEALTH–X dataLOFT](https://www.health-x.org/hubfs/Logo_HEALTH-X_dataLOFT_orange_220208_a-1.png)](https://www.health-x.org/home?hsLang=de) - [Plattform](https://www.health-x.org/plattform) - [Arbeitspakete](https://www.health-x.org/arbeitspakete) - [Governance](https://www.health-x.org/governance) - [Partner](https://www.health-x.org/partner) - [Use Cases](https://www.health-x.org/use-cases) - [Meilensteine](https://www.health-x.org/meilensteine) - [Innovationsforen](https://www.health-x.org/innovationsforen) - [News](https://www.health-x.org/news) # Privacy-Preserving Data Sharing: A Systematic Review and Future Research Directions [Arthur Kari](https://www.health-x.org/news/author/arthur-kari) 25.04.2024 13:04 ![iStock-©-Xsandra_647301924_1100x620px_220216](https://www.health-x.org/hs-fs/hubfs/iStock-%C2%A9-Xsandra_647301924_1100x620px_220216.jpg?width=288&height=162&name=iStock-%C2%A9-Xsandra_647301924_1100x620px_220216.jpg) Data sharing plays a vital role both in advancing scientific research and improving business success through the creation of data-driven product and service innovations. However, privacy concerns often limit the accessibility and utility of sensitive data. To address this challenge, synthetic data generation using Generative Adversarial Networks and Autoencoders has emerged as a promising approach. This paper presents a systematic literature review that explores the current research space of synthetic data sharing for privacy preservation. The systematic literature review encompasses methods, evaluation approaches, applications, domains, and scientific fields related to privacy-preserving synthetic data sharing. The vast majority of the selected 66 papers focus on sharing synthetic medical data, indicating a research gap for other domains. The findings of this study provide insights for Information Systems researchers to contribute to the advancement of Generative Artificial Intelligence for data ecosystems and highlight potential research directions. [Read more](https://www.researchgate.net/publication/379988965_PRIVACY-PRESERVING_DATA_SHARING_A_SYSTEMATIC_REVIEW_AND_FUTURE_RESEARCH_DIRECTIONS#fullTextFileContent) ![iStock-©-Deagreez_937328186_1100x620px_220216](https://www.health-x.org/hs-fs/hubfs/iStock-%C2%A9-Deagreez_937328186_1100x620px_220216.jpg?width=1100&height=620&name=iStock-%C2%A9-Deagreez_937328186_1100x620px_220216.jpg)   ![](https://www.health-x.org/hubfs/iStock-%C2%A9-Sezeryadigar_1202959518_600x600px.jpg)           ## Verwandte Beiträge ### [25.04.2024 13:04 The Symphony of Orchestrated Participatory Data Space Governance: A Systematic Review](https://www.health-x.org/news/titel-5-0?hsLang=de) ### [7.03.2024 12:03 The Emergence of a New European Data Economy: A Systematic Research Agenda for Health Data Spaces](https://www.health-x.org/news/titel-5?hsLang=de) ### [23.08.2023 13:08 Ansätze für eine digital-ethisches Risikoassessment für Data Sharing Ökosysteme](https://www.health-x.org/news/titel-2-0?hsLang=de) **Berliner Institut für Gesundheitsforschung** Körperschaft des öffentlichen Rechts Anna-Louisa-Karsch-Str. 2 10178 Berlin Fax: 030 450 7543999 E-Mail: [info@health-x.org](mailto:info@health-x.org) ![Logo_HEALTH-X_dataLOFT_weiss_220208_a](https://www.health-x.org/hs-fs/hubfs/Logo_HEALTH-X_dataLOFT_weiss_220208_a.png?width=250&name=Logo_HEALTH-X_dataLOFT_weiss_220208_a.png) „HEALTH-X dataLOFT“ ist ein Projekt unter der Leitung von Prof. Dr. Roland Eils, Gründungsdirektor BIH Zentrum für Digitale Gesundheit in der Charité – Universitätsmedizin Berlin. Gefördert durch das Bundesministerium für Wirtschaft und Klimaschutz. ![BIH Logo at Charite](https://f.hubspotusercontent40.net/hub/19939449/hubfs/CD/Logo/BIH_Logo_at-Charite_kurz_quer_weiss_600px_210429.png?width=200&name=BIH_Logo_at-Charite_kurz_quer_weiss_600px_210429.png) ![ChariteUMB-Log](https://f.hubspotusercontent40.net/hub/19939449/hubfs/CD/Logo/ChariteUMB-Logo_RGB_weiss_600px_191023.png?width=200&name=ChariteUMB-Logo_RGB_weiss_600px_191023.png) ![BMWi_Fz_2021_WebSVG_de](https://www.health-x.org/hubfs/BMWi_Fz_2021_WebSVG_de.svg)   © 2026 BIH @ Charité - [Datenschutz](https://www.health-x.org/datenschutz) - [Impressum](https://www.health-x.org/impressum) ```json { "@context" : "https://schema.org", "@type" : "BlogPosting", "dateModified" : "2024-10-01", "datePublished" : "2024-10-01", "headline" : "Privacy-Preserving Data Sharing: A Systematic Review and Future Research Directions", "image" : [ "https://www.health-x.org/hubfs/iStock-%C2%A9-Sezeryadigar_1202959518_600x600px.jpg" ], "mainEntityOfPage" : { "@id" : "https://www.health-x.org/news/titel-5-0-0", "@type" : "WebPage" } } ``` ```json { "@context" : "https://schema.org", "@type" : "BlogPosting", "author" : { "@type" : "Person", "name" : "Arthur Kari", "url" : "https://www.health-x.org/news/author/arthur-kari" }, "dateModified" : "2025-02-13T12:34:54.847Z", "datePublished" : "2024-04-25T11:34:35.000Z", "headline" : "Privacy-Preserving Data Sharing: A Systematic Review and Future Research Directions", "image" : [ "https://www.health-x.org/hubfs/iStock-%C2%A9-Sezeryadigar_1202959518_600x600px.jpg" ], "mainEntityOfPage" : { "@id" : "https://www.health-x.org/news/titel-5-0-0", "@type" : "WebPage" }, "publisher" : { "@type" : "Organization", "logo" : { "@type" : "ImageObject", "url" : "https://www.health-x.org/hubfs/Logo_HEALTH-X_dataLOFT_orange_220208_a-1.png" }, "name" : "Berlin Institute of Health (BIH) | CHARITÉ – Universitätsmedizin Berlin" } } ```